{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9b6a60ae-e4f1-462d-bb6d-49ad276964a0",
   "metadata": {},
   "source": [
    "上一篇Qlib的分享中，我们主要介绍了如何将外部数据导入qlib中，转换为qlib的数据格式。我们还需要补充一点的是，上次我们只导入了日度的价格数据。但实际上任何在研究中需要使用的数据（当然必须是股票某个属性的数据）都可以导入其中，你可以选择构建一张超宽的表使用dump_all一次性导入，也可以分批使用dump_fix导入。当数据加载后，我们就可以利用这些数据进行研究。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "521a945b-0f85-41be-aee8-312fdd460337",
   "metadata": {},
   "outputs": [],
   "source": [
    "import qlib\n",
    "from qlib.constant import REG_CN\n",
    "data_uri = '/Users/lusong/.qlib/qlib_data/cn_data_wind/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7e3672e7-9c3b-4a30-b421-27bca5c190c7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[32168:MainThread](2022-05-01 00:07:36,017) INFO - qlib.Initialization - [config.py:402] - default_conf: client.\n",
      "[32168:MainThread](2022-05-01 00:07:36,019) INFO - qlib.Initialization - [__init__.py:74] - qlib successfully initialized based on client settings.\n",
      "[32168:MainThread](2022-05-01 00:07:36,020) INFO - qlib.Initialization - [__init__.py:76] - data_path={'__DEFAULT_FREQ': PosixPath('/Users/lusong/.qlib/qlib_data/cn_data_wind')}\n"
     ]
    }
   ],
   "source": [
    "qlib.init(provider_uri=data_uri, region=REG_CN)"
   ]
  },
  {
   "attachments": {
    "c60fc4bb-157d-46f3-9f7b-ccd0fdc8c570.png": {
     "image/png": 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QaXhlbFhEaW1lbnNpb24+CiAgICAgICAgIDxleGlmOlVzZXJDb21tZW50PlNjcmVlbnNob3Q8L2V4aWY6VXNlckNvbW1lbnQ+CiAgICAgIDwvcmRmOkRlc2NyaXB0aW9uPgogICA8L3JkZjpSREY+CjwveDp4bXBtZXRhPgruGYX0AAAAHGlET1QAAAACAAAAAAAAALIAAAAoAAAAsgAAALIAADQjeZd2VwAAM+9JREFUeAHsnQeYFEX6xj/PgCeCogRBARUTAgZEMZwI6h1KMgfw1NO/kk7AhBFBBDEHkiRBUUkCKiyCEVBAxXgooICoBEGCqETz/L+3uJrr2Z3d7WV7urpn3nqe2ZlOFX7VXfvWV19V75TQIAwkQAIkQAIkQAIkEGMCO1HQxLj2mHUSIAESIAESIAFDgIKGNwIJkAAJkAAJkEDsCVDQxL4KWQASIAESIAESIAEKGt4DJEACJEACJEACsSdAQRP7KmQBSIAESIAESIAEKGh4D5AACZAACZAACcSeAAVN7KuQBSABEiABEiABEqCg4T1AAiRAAiRAAiQQewIUNLGvQhaABEiABEiABEiAgob3AAmQAAmQAAmQQOwJUNDEvgpZABIgARIgARIgAQoa3gMkQAIkQAIkQAKxJ0BBE/sqZAFIgARIgARIgAQoaHgPkAAJkAAJkAAJxJ4ABU3sq5AFIAESIAESIAESoKDhPUACJEACJEACJBB7AhQ0sa9CFoAESIAESIAESICChvcACZAACZAACZBA7AlQ0MS+ClkAEiABEiABEiABChreAyRAAiRAAiRAArEnQEET+ypkAUiABEiABEiABChoeA+QAAmQAAmQAAnEngAFTQBVuHbtWqlYsaL85S9/kXvvvVcOPPBAueyyy2Tz5s2ybds2qVSpkkll2LBh8uOPP8rNN98sO+20U5Ep//LLL9K7d2858cQTpXnz5kWeW5qD06dPl9mzZ8v//d//yf777y+PPfaYfPnllzJw4MASR3vPPffIxx9/LL169ZJ69eqV+HpeQAIk4J7A3Llz5bXXXpPrr79eypUrl8zQypUrZciQIXLRRRfJUUcdZfY///zzpr244447kucF8QPtJvJwxBFHyOGHH54S5c8//yxffPGFHHPMMSn7f/31V0FbjPa2TJkyKcew8fvvv5vratSoIeXLly9wfObMmfLHH3/I6aefnrZ9Hjx4sDn+73//u8C13BERAgmGUhF46623EipOEuPGjTPx1KxZM9GyZUvz+5prrklUqFAhsWXLFrOtD2BCHzZf6f30008JvUUS1113XfL87t27J04++eRiP3/7298SGzZsMNfpQ5645ZZbEm3btk3G4/1x1llnJVSIJVatWmV2n3POOaY82nh5Tyv2tz7sJr9Vq1ZNfPrpp4lFixal/axZs6bYuHgCCZCAOwKPP/64eZZVNKRk4r333jP7n3vuueT+Sy+9NLH33nsnt/P/6NmzZ+KCCy4o8tOhQwdz2ZIlSxL/+c9/zO/ly5ebtO6+++78UZq4dtttt8To0aNTjqENRpv56quvmv1oA7WDlUAbiPDZZ5+Z43369DHb+f9o5zGxyy67JL777rv8hxJ//vlnonLlyokjjzyywDHuiA4BiU5W4pkT3OhHH310ok6dOuamt4JGezlGGOCBRvjtt98S2mtIQGz4CekEDRoPPLDHHXdcoZ/99tvPnIMGAQHpNmzY0OwbMWJEStIQF3iATzvttOT+8ePHm3P79++f3Ffcj1deecXEg7wV9/EKtOLi5XESIIHwCXgFDdqRKlWqmH/m6Jzh+VbrhtnGP3i0aejQ4bf9qHUlmenLL788oVaWRNmyZc21+I3PX//61+R2s2bNzPlnnHFGAu0nQlGC5pNPPjHnIV21KJvz8Se/oIHwQn7VCm3OQUcL2+kEzdKlS80xiC8EiDe1PiU/AwYMMMcbN26c3Oc9nk4EmYj4J1QCFDQB4J48eXLi4IMPNg+hFTSPPvpo4rDDDkvYh3vhwoXmgYDC79atW8rH+1Da7BQmaNAzKSrceeedJh0raHDu119/ndhrr70Se+yxh7Ga2Ov79u1rzr3hhhuS1pR58+YlkIaaeZP7YG3xxmevx/fTTz9t4kVD0bFjx8TYsWMLfCDqcBx5ULOu93L+JgESiBgBr6DRIfJEu3btjIX37LPPNs9xkyZNzDasvgcccIBpL/DbfqxFxFssWIKrVauW3HXSSSclDjnkkOQ2fvgVNDhXh5YSDRo0MPmxncbSCBodJjdxvfnmm4g+YTuPaLf8fKxVyFzMP84IUNCUEn3nzp0TZ555pnkY8b377rsndNzZ7MODj33vvvtusveQ7uHwPthQ/bgGPQGci14Ptp955hnzkMGiAutPYZ+rrrrKXJdfgEBoID5rjdGx4oSOg/t6WHFdo0aNUkht2rQp8c9//tNcv88++yT23Xdf0+vSMfaU85DvPffc0/So5s+fn3KMGyRAAtEh8MADDyTUly5p0cXQObY///xzk8n333/fPO/eIac2bdoUOeRkSxe0oEG8GFI69dRTE2+88YZJZkcFjforGrFVu3ZtE4/67iSeeOKJBNwJ3n77bfM56KCDjGXKu88ew7d1KzAR8I8zAnQK1v/WpQlwnIMjLJx9dYzWRLXrrrvKCSecYJyEsUN7EKLDMvLggw8KHM/UciNqgRF9gOTGG2+UW2+9VVS4mGtHjhwp6itjHNjUr8U45amp15ynZlBRYWLOK+6PChqpXr16ymnaQMmUKVMEjnw//PCDaM/LHH/44Ydl5513Nr83btwoPXr0kFNOOUUuvPDC5PVqgZJWrVolt88//3x58cUXjdOyNiTGiQ7na6NnroNzsVqiBOU5/vjjJS8vT9R0nbyeP0iABKJFAM+3dr5E/zmbyQxod9AujBo1SmbNmoXOr+jQiqjPjOiQkck8Jj7go0PdUqtWLfnXv/6VLNS3334r06ZNM9tqDRY4FT/00ENm+7777jPXYRIFwt///nczMQETEr755htZsWKFwHlXfWhMe2ROKuYP2rVLLrlE1Foi//jHP0y+tdMlmPignUvTPsOZWYec5Pbbb0/Ghskaal0StGPnnXeeaAfTMEA+tDNm8qKWdzPR49lnn01exx8RJOBMSmVRwrB26EykhD6AxlKh1Wx8XGbMmGFKCT8bHMN+OKYhoNeDbX2YzHb+P4UNOeGaF154IfnR2QUmHjjWefdv3bo1f5QJfUATGJLShiaZT8QHPxsb1q9fb+KDI3FRYfHixSYur3lZZx8krrjiCnM94sVHGyr2XooCyWMkEDEC2lkxz661zNg2Ac6/aMfSffCsY8jIGzAMY9uB4r61c1TskNP333+f0M5XygfD4TbsiIUGLgGwkMMvERMjdGapyfMjjzxiLOOYyAHrDPIP/0Rs46Mzpmyy/I4QAQ45lbIyYPa0DYBaP8zQCm54zEbCQ4BZQ6+//nrywcb4NALGanEcDrXpQjpBoxYQM17tPd82Gl4zsPd4ut8YE0facKrDN8qglhnzgejBPrU8JffhmFf05I8Tgg6OdzBPo9HD9dbpD/44MF1j6Anj8QwkQALRJYB2B8PmeIbRWUKwgub+++83/8jxzzz/B4Igv6BBZweiCH55iA8+L9jGB8M7EEZ2G0PYxfnQ2FlWiMt+IGJs2BFBY30ObXz4Rr7QOYODMIb7sQ/D5k2bNjU+Q9guqj20+eF3+AQoaErBXIdtzM2Pac/9+vUzMalp0vwDxw0PK8dNN92U9DWBU66d0q1DMeZBgbNwuuAVNHjY0XuAHwseJh2mSn6smILDnnf/hAkT0kVr9mG2As63/jaIs7iPt+GAQ97UqVMTuu5MQs3UZhaEvR6N0sSJE80DDz8fOArCpwjH1XydqFu3ruGBHhDG5BlIgASiQ8C2S/Z5hj+JFTR2X2Hf+QWNLZXt0MHx1oZ0TsGYEaVD9eYU+AAiHe+0bVhTrADSdbLMcfgc2oDfuMY66PqZ5YROKHwdMTHCzgbFRAcbbBw277YzSEFjCUXrm4KmlPUBb/hJkyaZWHTcN4EpiDCLegPWnoGTL6YLYvoiBMq1115rLCT4nS5YQYPeAhxuYdk59NBDzQOrPjoJ+4FIsA2M3YdvHctOF60RRhA+q1evTlx99dXm2ttuu830xtAjw4ON+OrXr5/ch/0YYrIBIsWmCQGHYaYnn3wy8dVXX9lTUr7hMAdB1KVLlwTWesBUT1yvvjop53GDBEjALQEIDWu5Vd83MynBrt+CDpD6wqX9YNgmnaCBCEGceN7tGjMoYTpB4y25TdPOYPIew29rmfZ2tOzEh5IIGhsvRBs6eliCAxZnBHxjtic6ojiOQEFjMET2DwVNKasGN701v8LqgX/WsNzYfTgOa8kM9aeB4IE1B34zEALqeFsgdVhihg4danxyrGhAzwELRMHSAbOtN9gH28+Q05w5c0xjZa1JVtB4exu2N1aUDw16T+ocl1i2bJmxuMAc6/ejqxEnMKsA5mOINgYSIIFoEFDnX7OeFDo8aHvQZqHNwcxIbKPt6dSpU9oPZmOmEzRWAGCRUW9IJ2g+/PBDs54XrDSYDo40Ye1NF2y75xU0WCoD16gDs7nEWlf8rEOD4XJ0DpEHBPg9oi1GfPhA7OCTf9vut2mYi/nHGQHOctI7tDRB/WVEx4gLjQIzAjCjyAZ43+vCUKLCQdTqImq1sIfMN2YaYEaQ9pIgNuXKK68UNYEar3t43KtZVtQfJXkNlgfXsV3Rh9d44ScPpPmhViFRS4qZyYBXKuhDLLrYnqigEZ0Obq5QxzvzGgcVNKLTONPEkroLr0tQq1PK7AbwwIwDndIpuuBg8gJd2VMw88HLI3mQP0iABJwRwMwmvGIAs4FUuJjXHuD1Ajq0LOoHZ9oXb+Yw4xKvGMDMJhtwnS7IaTfNtw6pm3YE7Y5ajpPH8BoBtdiIWp1Frdpmxqf68pnXKtiTdBFSMwNULSR2V/LbtnsqaOTiiy82+3UJDZO+Lg9h2h3MzvIzy0k7nCZdtK0q3uTll18WnZ4taAsxG0qt6Ml0MUt1wYIFopMwkrNYcRCvQ8CsVQbHBJxJqSxJGNYWnXqY0Pc3GesLFs3DNrzl4RiLxfW8Ab0grXJjKUn3egEs0jd8+HBj/cB5dmVdLAuObQxbwXcF5mB8ED/2Y2E/u69r167eJM1vDPugt+XNj7XQwKpkP3DiRXzordh9+Pb2hLyRY7EsrDHhDRiXRhz49gb4+8BpmIEESCBaBMaMGWOeWTjwehfWS5dL699i/UrSneNnH6waaCfgD1PSkM5C06JFCxMfZnEi+LHQvPPOO0knaOQFHwzzw2KDgAkRmNCA9hPBWpxg1VZhY9pqc4B/IkGAFhq9g0sb1FHNvIwRCv+pp54y0aFHAovIoEGDpH379skkdNVewZouKgTM+gZ4oWW6gPVgdGVdUUFjeh1Y80UFgejUbLOWDCwrsMzkD1gvQp2Hk+s/2OOw6sDag3Uf1CfG7LYWGnyrgDH7sKYELCk6liw61GUvNxYYNRMnt+0PWGgQdDaA3WXWm9DGyrzkTU3Hyf3aCAleukkLTRIJf5BAJAjAOqIdHHnppZcEa8ZgfS1YaGAtxrot3qDD6cZqgbVodEaU95D5jbVkdLFN8xtrdGE9qnQBFhCsW4V1X2CpSRewXg3aovzBa6HBiyZhKUcbhLVu0L7Awu3HQqPD5iZ+WKZwPdbDwTphNuCFu+rrJ+oGYNpztOV4QSes2mib8RsWd6TPEAECkZBVMc+ELsZklD0cf7VBMEv/wzEXY86Y/ucNcBrWajcfWHIKC9Yp2Fpo9A235hq8MA6WFTgXpwtwzstvMcF5yBuc/eD3YoO10JTUh8Zej29YaOA0hxU77QfvtUIZkRe7D99wbqaFxkuPv0kgOgTsa1q8FhqsbQVnYPuxsyptG4aJCvYYvuErY+NByT744APz7ib7DifvN94RhXjw7d3v/a1DPGkBWQsNJiTAqgxLOdohfVN28nw/FhqcDH8Zb4DfI9pZ+BPivVXwk0lnobGOyyg3QzQI0Ck4gHqwC9bhH7Z90PFtF9GzScAZF/tbt25tpifiNQZwjk0XvIIGZk8MX8HjHqGkggYvXoOY8T7sNh7kp7SCJr+A4pCTqSb+IYFYEvAKGm8B1q1bZ6Y4o81QH5hEvXr1zLA0hmR2JJRmyAmzrZAPfDDcbztnGI63wa+gwfmYqDB79mwzyxOdNKyTg6F7xO+dIOEdcsJ1aFMxJI+lLBjcE6CgCaAOMO4M73+oeTwAeLcRvjHzR19rkEBDoEt+G1GB3ocO6yQgMnA+XtiI2QT5g/Wwh4XGrg0B/xkEPLyYLYWHN/8HaecXGPoqBZMfxOMNthHQ5cKNyILQsj0wPNDY9n4wdp4/4OGHRQa+QfZz8803m/QwBdzuwzd8fGihyU+Q2yQQLQL5BQ0WyBs/fnxCX6VinmssRoeAf+LWGov3usGnxBtg6UBnrLCP7fhgTarCzsF+72rkNn5YRdDGHnvssSZdtCvw+8NMUhv8CBq8oBezTSFKEB8+6uhsRAw6kYjXK1aw7hbOsZ1ALNmB7aKs7TY//M48AQqaUjDGuisYVrIPAoZV4FyHKdvqKW/WcoFlxDqrwXEXzr026HtOjJkUJlM71RDTBrE6JXo/iBeNC6aDQ8BYJ2IrRGy6+b+9ggaNCpzcMEQFIeUNNh5YlipWrFjsByIsf4CgyZ9+UdsUNPkJcpsEokXAK2h01lIC62jhmUbnK//kAAzLYF0qiAm0deeee25SVKifX4nahsLaDSxjkT/A2q0zRs2aXrYDhRdlegNeJIkOmrWUf/rppyY/tmOIc5FfTJaAUBkwYEDCvkoBQ21wG0A6aLPRpmLYHnnEKxDsMBXaV7TrOMbgngCdgvUO3dGgN7OZ5genNUzj01VwU6LS6hV9iIwDGaYUwuHOvoTSnojpj3Ae1je2io7VilpmRAWMOYwXXMIhT1fcNdOr4RCMACdeOAmvWbPGbHv/YOogHOzsS+HghAunNjjy4SWU3uB1cLPTtr3H/fyGUzDKrWPYxZ6O9OAkiBfcMZAACUSTAKZU62Kbov4vpl3SWZemjcKLH9NNoUYpMFVahYWoRUXU4ixq8TDPOpyKSxvwUl1d6DMlGjjlqoAyy01gAgacd+Gcq52zlPO8GypsJP/LKdHeok1O1/6pK4F5wa9aiMzLetHeI/6OHTumvLgXjsV4EXBhEzy8eeDvzBKgoMks30jHrr0MwUPqXR8i0hlm5kiABCJNAB2ndOIg05nWl/EWKrZs2uhgqsOyWVfHRR5tPvidOQIUNJljy5hJgARIgARIgARCIkBBExJoJkMCJEACJEACJJA5AhQ0mWPLmEmABEiABEiABEIiQEETEmgmQwIkQAIkQAIkkDkCFDSZY8uYSYAESIAESIAEQiJAQRMSaCZDAiRAAiRAAiSQOQIUNJljy5hJgARIgARIgARCIkBBExJoJkMCJEACJEACJJBBAu4XK2YOSIAESCA3Caxa82Pio/nb35F2d7+pBgK+sW/o2DkJ+7tVuyHm2AnnP5jANe3vGpuYMv0z88Fv7MMxBJyL63Et4sB5hV2fLo1016dLA/Gmu5553F5XYXJEPeCD+8DeR6gfBOzLlUALTQbFIqMmARIgAS+B1Wt/MptTZiww3y2a1BH8vvaSk+XlGfOleZO68vGCFVK/TnXvZfxNAkUSwH1VtfJegu/V6zZK1UrlZei4d6RHp7PlnPZDpa3eXziOkM33FgVNkbcJD5IACZBA6QkM038ux9WtLnnT50sD/cY/FfsPpvSxMwYSKJyAFTsQzFb0rFq70Yjowq+K5xEKmnjWG3NNAiQQAwI9+08zvWNrdaGIiUGlZXkWrZUQlpyP5q/IKmGTdYIGlYXGAwoUYZVuf6cVt/17u7k3y+9XFi8AAvtV2m6eraZm2v3UfIuA39Uqlze9nGw22waAL+ejgJCBud8OI+U8EAKIHAGvsIHlEPdr3ENWCBoIGCjNKWpSQ8A/G/zzQbD/gDCmyN6RQcI/Pgh4H3b7GyLZK5Bxn7U8vW5Wj0n7QMVTPAQwtOT1h/Ec4k8SiCQB277BYhN3YRNbQWNFzJPPz9Ee9F7SQp3pMEbNnnMkn5msyxQaAdyDcOiEyKG4yboqLlGBcC/gHrCCpkQX82QSiAABr7BBduL4vzR2ggYNBxoNCxyzBGh5MTj4xxEBr7hBFtBDj2Nj4AhfViTbofs41ntW1CQLYY0FaMfiFmIjaAAZ5jB8YwoapjcykEDUCMBnAlYb+N1wOCpqtRN8flDfCGyPgmfLGN0SgB8YZuTF6d6OvKBB7xfz6afOnC/XXHxKVnlku71dmXqmCFiLDe5bWGq8a0BkKk3GGz4BdK7omxc+d6YYDgG0Yxj9iNMwaqQFDRqMDt3HSrPGdbPCAzuc25CpRIUAGgRYa+CsTqtiVGolmHxYi3E2zAwJhghjyUYCtnMWFytNZAWNFTOD7rmU/gjZ+KTkUJlwL6OXA2tNHMelc6iqfBXVri1D3z1fuHhSFhCAsLlnwCsy6J5LIl2aSAoaONghdL/uLDr8Rvr2Yeb8ErANAnxr2Kv3Sy2a53FtmWjWC3OVOQJov2yIspCPnKCxYibqStBWLr9JwC8BNArwq8FCjxTrfqlF5zwrStk2RadOmJNwCeC9UIPVShNVURMpQQMxQ7N8uDcoUwufAIaf4FcT5YYhfCrRTjEuPdRoU2TusoEAhtCj6gwfGUFDMZMNtzrL4JcARA0aBvb2/RJzex7aJ64v5LYOmHo0CKDdiuo7oCIhaDjMFI0blbkIlwCcSxHoUxMu95KmhgacCyWWlBrPz3YCUfQlcy5o7EJk7Klm++3P8uUnYH0yOMyan0y0tqPuNxAtWsxNLhBA24UlKaI2a9OpoEHPB+vMvDSobWSdjHLh5mQZ3RGwogav8IjLWg/uaIWfMuonqg6Q4dNgiiSQSiBqVhqngqbhBQ+pDwHXmUm9RbiVawQg7DH8RCfh6NU8rDOTBreNXsaYIxJwTCCKVhpnggYNeDVdVjlqJivH9wiTz1ECcBLGW7vpTxOdG4C+M9GpC+YkugSiZKVxImig7M7tMFTmTuwa3VpizkggRAJ4JtrrTBoIGjqghgi+iKRonSkCDg+RgBKImpXGiaDBrCb6DPB5IIFUAujpfDh/Ba00qVicbKGhpu+ME/RMNIYEomKlCV3QWH8BjkvH8K5lljNKAP9E8b4UrneSUcy+IufMJl+YeBIJGCsNVkCPwnB56IKG1hk+ASRQOAH0dDAdkssYFM4ojCO00IRBmWlkCwE8LwiurZqhChpaZ7Ll9mU5MkmAq9Jmkm7xccNBG4ETFopnxTNIAATQEVu1dqPzZyZUQYOZTQ3qVud6G3wGSKAIAvSlKQJOCIei0tsMoahMggSyikCogobj0ll177AwGSKAf6iY8UQ/swwBLiZadLyi4A9QTDZ5mAQiRSAK68qFJmg43BSpe4+ZiTgBDju5qSCIydXrNnLqvBv8TDXGBKKwblNogobj0jG+U5n10Alw2Cl05CZBNMpVK5V37tzopvRMlQR2nAD+x1erXN6pS0logobDTTt+o/DK3CPAYSc3dQ5BA/Z8r5Yb/kw1vgSi0BkIRdCggcjkysDozb7/2XL5RBujNes3xveOYM4jTaBKxfImf8fWqS7nnFEv48MSHHYK/3ZAW+V66mn4pWaKJFB6Anh2IGpcdgZCETSZMp8DXo++U6XiPnvKEbWqyWkND9Pf5UpfM4yBBNIQWL9hk9m7cMkqmfXBYlm/YbP07NIsY8KGswLTVEKGd4F5y9PrZqxOM5x9Rk8CzghA0GANLZfLHYQiaDLhPzN4zBzJm/6ZtL+sidQ+pKqzSmTCuUvg8y9Xy+BRM6RBvRrSs3OzwEFk4rkJPJOMkARIgAT+SwBGBpfvoouloGnbbYz8+vuf0u26lryRSMApAVhtJr7ykSxaulomD2kXaF4yZdkMNJNZFhl9/bKsQlmc0AjAQoNXt7hc5TwUQROk6bxHv6my9effpV2bxqFVFBMigeIIDBk9U/bYfZdALTUUNMVRD/44/JZcNsjBl4gxkkDuEAhF0ATl3AhzVofuY2VU32B7wrlT3SxppgjAUtOrf570ur55YCZX3O8YduI/2EzVWsF4wdulD0DBHHEPCcSHABbXmzuxq7MMhyJogjLjtmw7RNqqZYY+M87uFyZcBAH41AwdPVPyhgYjuGHC5YrBRQDPwCFYxVzO0shAkRglCYRGAG2Wy1mCoQiaIFQbGpoJr86TO+k3E9rNyYRKTuDeAXnS6fJGgVhpKGhKzr+0V3DIqbQEeX0uE3D9/MRG0MB3pub+laRRw8Nz+X5h2SNO4O25i2TZt+sC86UJojMQcWSRyp7rHmakYDAzJFBCAq6HbGMjaFq1GyJ3/LsF15kp4Q3G08MlAF+aPgOnBDbjiYIm3Poj73B5M7XsIuB6yJaCJrvuJ5bGMQEKGscVwORJgAScEeCQk0/06DlxdpNPWDzNKYHLugwJzNOfFoNwq9J1gxxuaZkaCQRLwPWQbWwsNBQ0wd54jC1zBChoMsc20zG7NplnunyMnwQyScB1B4yCJpO1y7hzkgAFTXyr3bVTY3zJMeck4J4ABY37OmAOsowABU18KxSrmvfodHZ8C8Cck4BDAlhzbtLgts5yQEHjDD0TzlYCFDTxrVnXL9eLLznmnAREXD8/FDS8C0kgYAIUNAEDDTE61z3MEIvKpEggcAKuLZwUNIFXKSPMdQIUNLl+B7D8JJCbBFz7oFHQ5OZ9x1JnkAAFTQbhZjhq17M0Mlw8Rk8CGSXAISefeDlt2yconuacAAWN8yrY4Qy4XkdjhzPOC0kgAgRcD9nSQhOBm4BZyC4CFDTxrU8urBffumPOSYCChvcACQRMgIImYKAhRufaByDEojIpEgicgOshWwqawKuUEeY6AQqa+N4BXCk4vnXHnLsn4HrIloLG/T3AHGQZAQqa+FYoh5ziW3fMuXsCrp8fChr39wBzkGUEKGjiW6Gue5jxJceck4CIawsnBU0J7sJvVyyTX375JXlFmTJlpFLl/WQ3/Y5y+HnbNln17QrZr+r+skfZspHK6tABD8mJpzSWo449PlL5Kk1mKGhKQ8/tta59ANyWnqmTQOkIuPZBo6ApQf3d1bWjLP9maYEr9tmnotQ5ur5c2Poq2bvCPgWOu96x5IsF0vuuG6XLLXdL/eNPcp2dlPSvuuRsOfeif8o5F16Wsj/OGxQ0ca495p0ESGBHCXClYJ/korAODQRNmTK7S9tOt5hcb974k6z5bpV8vXSRTH9tiuy88y5y5bWd5eRGp/ssVepp8+d9JAs++0Qu+ec1qQdKuUVBU0qAJbycgqaEwCJ0uut1NCKEglkhgRIT4MJ6PpFFRdCUK1debul+f4Fcr1vznQx4pJesXrVS+jw6VCpWrlLgnOJ2TBj9lCycP0+693m8uFNLdJyCpkS4Sn0yBU2pETqLwHWD7KzgTJgEAiDgesiWQ04lqERYaAoTNIhmxbJvpPstHeSY4xqa4R0bdSKBY1/JV0u+kBUrvpYKFSoan5EaBx5sTtm6ZYt88O7b8tb0V2XTTz9Ii/MuNfuPqHO0VKlazfzesnmzfLlooSz98gv55edtUvPAWnL8yY1k1113s8kU+l0SQfP777/LZ598ICuWfy1bNm9Sv5sD5LDa9WT/6jUKxF9cubwXIP/zPn5fli9bKuXL7y2HHlFHDj38SClsyAllXKxDZYsWfia77lZGDq51mNQ7toE3SlmqPDesXyfHNfybLFm0QOZ9NFfzWtfwTzkx5A0KmpCBB5ica5N5gEVhVCSQcwQoaEpQ5cUJGkQ18NHesuDTT+SJpycmY351ygsyeuQQFTL7SoV9K+oQ1WLZaaedpEOX2+SEk0+T71Z/K4/0vkN+/PEH+fXXX6SyOhojnHvR5XJK4zMFgueum9vr8Q1yQI2D5IcN6+UnPReipsf9/XWoa+dkWul++BU0q79dKYMe76Oi4yvZ/4CaUq78XgJH6M2bN0rzcy6WC9tclRJ9ceWyJ3+zdIn0e/ge2bTxR6les5b88cfvRuC1uqCNTJowqoAPzfp1a6XXHV3UAftnqXnQIUZYQWDVb3CidLzhThU420Xc+NEj5L3ZM6XJ35sLfleuUlUan3m2ND/3Epu0k28KGifYA0nUtVNjIIVgJCTgiIDrIVsKmhJUvB9B8+Lzz8pL45+T/k+Ok/J77S3fqwXhlk5X6Uye0+Ta67qa1PAPu0/3m2SXXXaRB/s/lczBY/d1l02bNhYYcnrmyf7y1puvSu+HB0nV/aurIPhDprw4Tl4YN1Ladbq1WJ8dP4Lmzz8T0vO26+SHH76Xzjf3kEMOr23yBYvN6KcHy5uv5sl1N3aT40861ez3W64/Na+333CtueamO/uo6Ngu1pZ9vVQe7dPNiLTzL7ki6RQMEXP3rZ2Mr9KNd/QyDHHxO29PlyH9H5DWV7SVs1peYOKbNGG0sn5WKlaqIp273q1i6UCz3/UfChrXNbDj6XPIacfZ8UoScP38UNCU4B70I2jefvMVGT74MblbLScH6TAJAqwpu+++u5TZ/a/J1J4a8rjMfGOaDH1ukvnnjQOFCRoImB9/2CD7VqyUvB7bXdq2lmbnXFSsE7EfQfPx++9I34d6yjUdbpRTT2+aTAc/kP5tna/WKd97Ss8HByaP+SnXB+/OkgFqterStYfUP+Hk5LX4Mf3VKTJSxZpX0Hyx4FO57+6u0q3Xo2ZYynvBg/fcJuvXrUmKwJdfGifPjxohZ7U4X1pf2c57qtPfFDRO8Zcqcdc9zFJlnheTgGMCrodsKWhKcAP4ETRTJ42Xcc89qY7Bw1L8Tn779Vf5duVyWbdmtWzbukU+XzBP3pk1XR4Z+EzSgbgwQWOzCKvImtUrZcP36+X3334z6WAatrX82PPyf/sRNLAqwbo05JmXZPe//k942bieHTFQINaGPpenw2V2r0hx5UKcGFZ6cvQUY5H635ViynFD+8tSBM0reRNlzDNDpUeffrKzWrC8YVreeJk75y0TF4bZrKCJ2nR0ChpvrfE3CZBArhBwPWRLQVOCO82PoBkx+HEdHpomg55+IbmI3bTJE3SIaKxsVSFTQdes2WvvCupP8pOsW/udPDxgpFT67zBMYYIGM6iefOIR+WLhp7LHHmVNHLCWfLl4oQ43nSFt/zuUVVhR/AiaYQMfFlhpBo18IW00kyeOloljR8rAEeNlT53pheCnXMMHPWriHfjUhALxYjjqqkubpQganP+2OkcXFR4fPFp9kfZNCpoBw583/j5FXRPmMQqaMGkHm5brWRrBloaxkUC4BLhSsE/eUZ+2jWJs27ZVbtWhmYoVq0j3+/qakv1HZ948dn93OfOsVsb5FY62CO/OmiGD+91frKDBcM+9d90k3+tQS4frb5fDjzwqaSFBWrUOqx2IoBn7zDB59eUXZLhaUv6Sxsn4+eeGy7S8CTLsucmyy667it9yjXpqkA6tTZVho/JMub1/Nqu/0L+vvihF0CAfr0+bZM6H43S6YHdbC82IsVOLdYxOF0+m9lHQZIps5uPlqw8yz5gpZC8BvsvJZ93GQdBgqAlDTu3UYnLyaWeaksHq8tWXi6T/8HEpJR377DBj4SjOQoMZQj3UWffKazrJ6U1bJOPYtnWrdLzqAjnp1NMDETQzX58qTw3ta4Z6Dj708GQ69scDPdV/Ze1qeWjgSLPLb7lee/lFGaVOxQ/0G2FevWDjw/dCXUTwAfWL8frQvPlKnjwzfIDc//iTxgHaez4sOl6xRUHjpcPfQRBw3SAHUQbGQQKuCLjuEHDIqQQ1X9iQE96VNHrkYB1qesVYYc67+PJkrP11uvJ/Pnpf+g0bK2X33NPs/37dOul1Zxczo8graPqpU+6KZV/LQwOeTl6/cvk3cudN7Qo4/04Y87TkvTBGTlHhFMSQE4bAMBsLjsw33t7LWGFsJubP+1ge6n27Co8rdTZSG7Pbb7nW6nDZrZ2vMvm8puNNNkrB7KmHet1uhtHAC68/QLCzp45reIpOa789aY2Cr86Den6FffYxU7dxLgUNKDAEScC1yTzIsjAuEgibgOshWwqaEtQ4BM0WHSbBP1uEzbrw3LrvVptF6H7WheCaNj9P2vyrfUqMs2e+LvBPOUKHio7TWT7wo5k14zUz1Rg+MV5B84YOtTw74gk5u9WFsv/+NWS/agfIwYceIXdcf61s1DVcGunsI7xg8nNdbG6ZWm4wxfnIo471LWiO1XVcquy3faE+byYv1lctwMl2lvqujNDZVzUPPMQIkLL6Isulal3Cax1q1DxYuvV+LLkGTEnKhWEkDFeh/PUbnCRgNeftN6Vs2XJmQbwzdDju4suuTmZp4tinZfLEMVLvmAZywomnypYtm3ThwdmycsU3cstd9yenlFPQJJHxR0AEXDs1BlQMRkMCOUmAgqYE1Q6HX1hMbIAvR3n1iamsIuPkU8/QReBq2UMp31gF+IP3ZpkF96pWqy4n/q2xWTBujP6j73TzXWp12NecD58SrC0zTy06WB23afNzpck/WuhQzxqZNfM1+WjuHME5teseLeddfIVMmjjKvO3bWjdSEvVsfLtiucDZNl1AGe6455GkD8rSxZ+r5WesWfgO4gsL7GGFXixWh3VzvMFvuXDNW+pHM2vmG7pQ3zc6/byyHFHnKLlIF+ob3O8BI/aa6tRrb3hHBQ8sXit1Qb2ye5YzvkKn6wJ6WGHYhvdmz5DXpk7SKd6PpAxF2eOuvulD44p86dN1Pe209CVgDCTgjoDrIVsKGnd1z5SzlAAFTXwr1vXCYPElx5yTgLoBzJgvzZvUdYaCgsYZeiacrQQoaOJbs659AOJLjjknARHXQ7YUNLwLSSBgAhQ0AQNldCRAArEg4HrIloImFrcJMxknAhQ0caqt1Lzy1QepPLhFAiUh4HrIloKmJLXFc0nABwEKGh+QInqK6wY5oliYLRLwRcB1h4CCxlc18SQS8E+AgsY/q6id6dpkHjUezA8JxIkABU2caot5jQUBCppYVFPaTLp2akybKe4kgZgQcO1UT0ETkxuF2YwPAQqa+NRV/py6nnaaPz/cJoE4EeCrD3zWVhTe5eQzqzwtxwlQ0MT3BnC9MFh8yTHnJCDi+vmhhYZ3IQkETICCJmCgIUbnuocZYlGZFAkETsD1kC0FTeBVyghznQAFTXzvANc+APElx5yTAFcK9n0PcMjJNyqe6JgABY3jCmDyJEACTghwyMkndgoan6B4mnMCFDTOq2CHM+C6Qd7hjPNCEogAAddDthxyisBNwCxkFwEKmvjWJ2c5xbfumHP3BFwP2VLQuL8HmIMsI0BBE98Kde3UGF9yzDkJuCcQG0HTttsYaXlmfal9SFX31JgDEiiEwPoNm6TPwCkyeUi7Qs4o2W7XPZ6S5Tb+Z3Ol4PjXIUvgjgBffeCTfbu7xkmLM46hoPHJi6e5ITBx2keydds26dm5WSAZoKAJBKPvSPguJ9+oeCIJFCDg+vmJjYUGY9tvffiVtG3duABE7iCBqBC4d0CeXNj0aGnepG4gWaKgCQSj70hc9zB9Z5QnkkAECbi2cMZG0MB7um23sXJe0/rSqOHhEaxKZinXCXz+5WoZOnqm5A0NZrgJPClocv2uYvlJID4EXPugxUbQoEphzrrr8Zelb4828alh5jRnCHTpOVp6Xd9c6tepHliZKWgCQ+krIvL2hYknkUBaAhxySoul8J2Dx8yRpSu+l3ZtGhd+Eo+QQMgEeutQ04lHHyjtW58SaMr8BxsozmIjc72ORrEZ5AkkEGECrodsY2WhQT2iwXli9Gz5+dc/KGoifGPnUtaGjJ4pP23cIkN7tw682BQ0gSMtMkIurFckHh4kgUgTiJ2gAU2Imklvzpe86Z/JBWcdR5+aSN9i2Zs5+Mz07j9ZzjqtTmCzmvLToqDJTySz2659ADJbOsZOApkl4Lq9iqWgsVWC8boefadK7UOryqnHb3cU5jo1lg6/gyaANWYQFi5ZJbM+WCzrN2yWnl2aBeozkz/PrhuI/PnJ9m2uFJztNczyZZKA6yHbWAsaVAwAQthMnr5AEok/Zd7nKzNZX1kVd9m9q8mWH1dlVZkyWZgqFcub6I9Vp98T6tUIbGp2UXmmoCmKTvDHOOQUPFPGmDsEXD8/sRc0uXOrBF/SVjfNkMmPNAk+YsYYGAEKmsBQ+orIdQ/TVyZ5EglElIBrCycFTURvjDCyRUETBuXSpUFBUzp+Jb2avEtKjOeTwP8IuPZBo6D5X13k3C8KmuhXOf/BRr+OmEMSIIHtBLhSMO8EZwQoaJyh950wBY1vVIGc6HodjUAKwUhIwBEBLqznCDyTFaGgif5dQEETbh25bpDDLS1TI4FgCbhurzjkFGx9xio2CproV5frBiL6hILNoWuTebClYWwkkFsEKGhyq75TSktBk4IjkhsUNOFWi2unxnBLy9RIIFgCrodsKWiCrc9YxUZBE/3qoqAJt4445BQub6aWXQRcPz8UNNl1PxVbmhkffSc/bfrVnDcib6lc3bKW+b1Xud2kyXH7FXs9TwiXAAVNuLxd9zDDLS1TI4FgCbgesqWgCbY+Ix/bpLeWy/DJSwvk8/9a1ZJzTqtRYD93uCVAQeOWP1MnARLwT8D1kC0Fjf+6yoozf/ntD7n23vfkx/9aaVCovdU6M+zOE6XMrjtnRRmzqRAUNOHWJnmHy5upZRcBrhScXfUZi9Lkt9LQOhPdauM/2HDrhq8+CJc3U8suAnyXU3bVZyxK47XS0DoT7SqjoAm3flw3yOGWlqmRQLAEXHcIOOQUbH3GJjZrpaF1JtpVRkETbv24NpmHW1qmRgLBEnDdXlHQBFufsYkNVppb+n0sD3auT9+ZCNea6wYiwmgykjXXTo0ZKRQjJYEcIZAVgga9qvc/XS6YA7/2+405UnWlL+ZOf9lFEn/+XvqIciSGyvuWNyWtX6e6nHNmPcF3pgMFTaYJp8bvetppam64RQLxIuB6yDbWguaj+culY49x0qjhYVK7VjU58tBqUnGfcvG6A5jb2BBYv2GTyevCJatk1geLZf2GzdKu9SnSokndjJWBgiZjaNNG7HphsLSZ4k4SiAkB10O2sRU0PfpOleWrf5Dzz2ogtQ+pGpPqZjazicDnX66WF175UGpUrSA9uzTLSNEoaDKCtdBIybtQNDxAAsUScD1kG0tB06rdEDns4KrS/rLGxQLmCSSQSQKw2rw1d5HM+XCJTB7SLvCk+A82cKSMkARIIEMEXA/Zxk7QtO02RmrVrCIXnN0gQ1XCaEmg5AQmTvtQtm79OXBLDQVNyeuiNFfw1Qelocdrc52A6yHbWAka+Mx016Gmvj3a5Pp9w/JHjAAsNUNGz5QLmh4dqE8NBU24Fe26QQ63tEyNBIIl4LpDECtBg8a9W6dW9JkJ9h5kbAERgE/N0NEzJW9ocENPFDQBVY7PaFybzH1mk6eRAAmkIRAbQQNno8XL1km7Nk3SFIO7SCAaBO4dkCedLm8U2JRuCppw69W1U2O4pWVqJBAsAdftVWwEDWY11Tygkk7RPjzYGmBsJBAggbfVQXjZynWB+dK4biACRBOLqFxPO40FJGaSBAohwFcfFAIm/+6WbYfInde14Doz+cFwO1IE4Etz74ApgQ07UdCEW72uFwYLt7RMjQSCJeD6+YmNhQYN+6i+wfkmBFuNjI0EthOgoIn3neC6hxlvesx9rhNwPWRLQZPrdyDLHziBy7oMkbkTuwYSLy00gWD0HQl5+0bFE0mgAAHXQ7YUNAWqhDtIoHQEKGhKx49XkwAJxJMAh5x81huHnHyC4mnOCVDQOK+CHc6A6wZ5hzPOC0kgAgRcD9nSQhOBm4BZyC4CFDTxrU/XJvP4kmPOSUDE9ZAtBQ3vQhIImAAFTcBAQ4zOtVNjiEVlUiSQdQT+HwAA//9+ZtG/AAAqN0lEQVTtnQd4FcX6xl8bXTpIEVCxgKBI6HBFioUOiooUvReVBBAMUkRqpFlQuUoNzYLSVPRCENSriCD6B8RG70LovUhR2n++5W48J8lJNsnuzu457z4PnD27szPf/L7Jnndnvpm94pLa4PBWo/VrWD6nT5ZKkTymvxWTpTx4MQm4QaB97MQst3fTTjv+dsy8+Jk+gSFjFiKue+P0EzIFCZBACgItO0/C3PjoFMfdOnAFBY1bqFlOpBCgoPGvp39am4ioCqX8WwFaTgIaCej++6Gg0eh8Fh2eBCho/OtX3U+Y/iVHy0kA0N3DSUHDVkgCNhOgoLEZKLMjARLwBYHJs79Hpza1tdlKQaMNPQsOVwIUNP71LGOW/Os7Wq6fAIecLPqAQcEWQTGZdgIUNNpdkGkD9h44juJF82X6el5IApFMQPeQLXtoIrn1se6OEKCgcQSrK5l2GTwbE4a2caUsFkICJGAvAQoae3kyNxIABY1/G4HuGAD/kqPlJADoHrKloGErJAGbCVDQ2AzUxew++2YNmtav6GKJLIoEwoeA7iFbCpoQben0qVPYt3d30tkrrgAKFCyM/AUKJh3z6s7uxB248sqrULzk9SFNTNzxO3Llzo1ChYuETOPGiUljX0PNOvVwZ+VqRnErf1iK1b+uwpOde7hRvCNlUNA4gtWVTDnk5ApmFhKmBHT//VDQhGhYP638AW+NfDHF2ezZc6B4ievRpOWjqFHnnhTnvXBgUJ+uuPbavHh+8CshzXkh9imUvL4MuvcZHDKNGyc6tmmMVo90QMuH2xvFfTJ7GhbM/RBTZsx3o3hHyqCgcQSrK5nqfsJ0pZIshAQcIqC7h5OCJoRjTUHTrecAlLnpVlw4fx6HDuzD/n278d3ir7B92yaUu/1O9HhhCHLmzBUil7QPr1E9EWtX/4w2HZ5OO2EGz1LQZBCYzckpaGwG6mJ2umMAXKwqiyIB2wnojkGjoAnhUlPQDBw2CreUqxCU6uLFS1j0xTy8//Z4NHygGZ54unvQeatfPp7xDtat+RWDX3rT6iWW0lHQWMLkWCIKGsfQMmMSIAEPE+BKwRad4/Y6NGkJGtPkcaNGYMUPSzB05HiUubGseRin/vgDWzauw9YtG/Dn2TMoc0NZVKtdF9dck81II/E5K9V13y76AiePH0WzBx8zjperUAnXFS9h7KeXR1JhqexkRdBYKXfLxvU4eeIYKlerhd+3bsb6tb/g+PFjKF36RtT4R31cddVVKaySfH/9aQV27tiKvHnzGyLxlttuR0aGnPbt2Y31a342YptKlCyFOypXR8FChZPKOq960ZYt/i/K31EZOXLkwKrly7B3TyIeaf9kEvukxA7uUNA4CNfhrHWvo+Fw9Zg9CThKgAvrWcTrRUGzO3En+vfshA4du+C+Jq2MmohYGdS7M44dO4Lr1Q/80SOHcPzYUUPUxL0yxvixl2DjN4b3V2mO4q+//kTRosWMa1s98jjq1LsXVvJIC1tmBY3VcmdOm4Q1v6xCrbsbYO7HH6C0Emy7dm7H2bNncWu5iug35HUVlKyiqP+3iegZ/fpQQwSVKlMWFy6cR+KObWjRup26frqlGJqPZryN+Z/OVnE/pZE3XwHs/H0r5EXxXXr0SwooPn/uHJ5q18zwx7w5M3H+/DkVxF0IL746BhL75NZGQeMWafvL0X1Dtr9GzJEE3COge8iWQ04hfG2lh+bChQt4Wv2A1r+vSdKw07QpY/Dt119g+OsT1CyjUurH+4LxQ/zJ7PcQ070vatdtkFTiv18ejJMnT6QYcspIHkmZBeyIoLn66qvx+JPPBBwN3h03ajhuuOmWoKBgq+V+PPNdJHwy0xBivQe+bPQqnTl9GnNmvYv/LpyLZ3sPRpUadYwCL6r693uuk7Hfa8BLKHrdZfG2Y/tWjHppoCH8HmrzRJpBwd998yUmj38DT3XpiboNHjDy+kNxG6X4HTq4D6+NfTdJsEiPT44cOQ2x1UHVP1BYBRNw7hsFjXNsnc5Zd5e50/Vj/iQQzgQoaEJ414qgkUufi2mPUqqHome/oUZOImCOHT0SNB1avsdGt1Uzox4JCgAOJWgykkdq5ougkR6M9Laq1esECRqr5cpMJOlZ6dqjf9BMr7NnzqDLvx4yhtBaP/ZPo3iZhj1WiafYPnGIqh780rJFX8zHe0oApidoXo7rY/RsJZ+1tXnDWgwf1DNIKIrAlKGn8e/MMaalp8fAifMUNE5QdSdP3UGN7tSSpZCAMwR0D9lS0ITwq1VBE92hJSpFVcMzPQcG5XT40EHs37sLRw4fggyFzP5gCqJUzEmnbn2S0oUSNGYCK3mYaQM/RdBkz5YdTz/TO/Bw0P7rI/obw2CpTdtOr1xT0Iyd+iGuzRv83pvYTm1RqUp1tY7Mc0Z5n374viF+ZBq29BoFbsLmuc7t0xQ0alQJXZVIqlrzH7i3UcvAy40hpaH9Y40hqwcffdw4J4KmeMnSGPba+KC0bn6hoHGTtr1lccjJXp7MLbII6P77oaAJ0d6sCJqjRw6jR0w73N/0QbT/V2cjp4P792GKGh7ZsO435MqV21iML1fuPNiyaZ0abmqIaAuCJiN5pGZ+ZmNorJYrguaz/8zG1JmfpSi+b/cncUv5Cni6ay/j3NQJo/DTiu8x7p2PU6SV4aiOjzVJU9CYoifFxQEH7mnYKElAiaCp26CRGgLsFpDC3V0KGnd521ma7idMO+vCvEjAbQK6h2wpaEJ43IqgWTjvI8x6fwp69x+hZtxUNeJlRgzqhcMH9xvBqrepdWpkhWHZ+j77JMreWj5dQSPDPhnJ43Luwf9nRtBkpNy0Fr9LLmimvzMBi79agMnTE4KNVN8kDuaZJx9JU9DILLHox1vh4bYdk2aDpchIHTA5i6Bp1Pxhlf5fqSVz5RgFjSuYWQgJkIDHCOgesqWgCdEg0hM0x1VcTF+12q68CmHEqElGjIfM5ol7oRv+qdalaaDWpzE3CZjt2rG1EaiaXg9NRvMwywj8zIygyUi5GRE0X372Kaa/G49XR7+NYsVLBpqJdWpRwVeHvpCmoJELuj/1KMpXrISuzw0Iul6+SC/PlQHTxCloUiDigQwQ0D1LIwOmMikJeI4AVwq26BIvTdte+9vPmKqGlaRbYIBaeM98H9Kunb9jQK+YFMG/5qygOvfcG9RDM/q1IWr68nZjlo6JIaN5mNcFfmZG0GSk3IwImgNqCK7vsx0hdTeHocRWCdx9bVg/Y2hO4l/k9QeypZb3e5PHGL08w16boKbC32Ckk/9EdIofevYbZvR+yTEKGqHALbME+OqDzJLjdSQA8F1OFluBLkFTvdbdxlom8gMsa8rs2bVTvf5gD/Lly4/+Q0ehWIm/ex1k2KZ/j044oRadk+nF0iOxft1q7FA9N3/+eRa331k5SNB8paY4y2rDjVs8jJIqkLWYekfUTbeUy1AeqeHLjKDJiO2piQ7TjuRDTnJ81rTJWJjwMaqoWU5RVWup9WrOYNmSr5E797XYvHEtGjZqgUfV4neypZb30cOHEde3K86p4OpGzVujcOHrsG3rRjU9fiEqV62JLrH9knppKGgMjPwvkwR035AzaTYvIwFPEND9QMAhpxDNYOvmDZj+TnzQ2WzZsqGAWpm2XPk71HTlesiRM2fQefly6MB+LF38pbFKrcSIyFDJg48+gblzpqOIWkDP7ImQtHJe1qf5ddUKXKNmJT3QtBXq398sQ3lIPsm3t+PfVPldk+Y6NOP/PQKFixZPEhKSh1Xbl6l3WX276HMl6F5PXjTGv/kyri9Vxlg0L/DktyqOZqm6bnfi76pHqyjKVbgTj7TriPjRrxrvxHqg2UNG8qVq9eSlarXf5HnL4oQfTp+KrZs2qIUKjxiL+UkezR9qGzR76tUhfVG9Vl3FsWlg8a7uM4bGVdy2Fqa7y9zWyjAzEnCZgO4hWwoalx3O4sKfAAWNf32sO6jRv+RoOQnoJ0BBo98HtCDMCFDQ+Nehuqed+pccLScBxtBYbgNux9BYNowJSSAZAQqaZEB89FX3wmA+QkVTSSAFAd1DtuyhSeESHiCBrBGgoMkaP51X644B0Fl3lk0CWSWge8iWgiarHuT1JJCMAAVNMiD8SgIkEBEEdA/ZUtBERDNjJd0kQEHjJm17y+KrD+zlydwii4DuIVsKmshqb6ytCwQoaFyA7FARum/IDlWL2ZKAKwR0PxBQ0LjiZhYSSQQoaPzrbd1d5v4lR8tJQD8BChr9PqAFYUaAgsa/DtUd1OhfcrScBADdQfUUNGyFJGAzAQoam4G6mJ3uaacuVpVFkYDtBPjqA4tIuQ6NRVBMpp0ABY12F2TaAL7LKdPoeCEJ8OWUVtsABY1VUkynmwAFjW4PZL583U+YmbecV5KAfgK6h2w55KS/DdCCMCNAQeNfh+qOAfAvOVpOAoDuIVsKGrZCErCZAAWNzUCZHQmQgC8I6B6y9Y2gaR49EQO6NUPhgtf6wrE0MjIJHDpyEiPGzkfCpBhbALDHwBaMljPRfUO2bCgTkoAHCegesvWNoIkZNAvNGlZG+ZuLe9CNNIkELhNYsnwjduw6iCGxTWxBQkFjC0bLmejuMrdsKBOSgAcJ6L5f+UbQyI1m8cqtiGlX34NupEkkcJnAxBnfoF61smhav6ItSHTfIGyphI8y0R3U6CNUNJUEPEfAN4JGurIGv7UALe6LYi+N55oRDRIC67fsxfAx87B8Th/bgFDQ2IbSUkZcKdgSJiYigVQJ8NUHqWJJ/eB81UszYcZ3eCuuXeoJeJQENBIYMTYB3TrcjSoVS9tmBQWNbSgtZcR3OVnCxEQkkCoB3X8/vumhMenFqV6aU2fPo3P7euYhfpKAdgLx0xcjd46rbYudMStEQWOScOdT9xOmO7VkKSTgDAHdPZy+EzSXh54+Q768eShqnGmTzDWDBOYs/BHLftyMeRPtmdkUWDwFTSAN7pMACXiZgO4YNN8JGnGmiJr4mcvw45qdStTUZ0yNl1t4GNsmMTPx079ByevyYdLwto7UlILGEawhMyXvkGh4ggTSJcAhp3QRhU4gMTVzv1qN/PlyoW71cihSMA/XqQmNi2dsICDrzKzbvAfrt+7BkuWbMH5IG1tjZpKbyB/Y5ESc/a57HQ1na8fcScBZArqHbH3ZQxPoErkBiSqct2gN9uw/jgOHTwSe5n4aBHLnL4FTx/akkYKnkhMoWigvoiqUwvXF8qNTm9rJT9v+nYLGdqRpZsiF9dLEw5Mk4GkCvhc0nqbrceNa9PoG897guj5edhMFjbve0R0D4G5tWRoJ2EtA9/2KgsZef/oqNwoa77tL9w3C+4TstZArBdvLk7lFFgHdQ7YUNJHV3oJqS0EThMOTXyho3HULh5zc5c3SwouA7r8fCprwak8Zqg0FTYZwaUlMQeMudt1PmO7WlqWRgL0EdPdwUtDY609f5UZB4313UdC46yPydpc3SwsvArpj0Chowqs9Zag2FDQZwqUlMX9gtWBnoSRAApkgwJWCMwGNl9hDgILGHo5O5kJB4yTdlHnrXkcjpUU8QgL+IcCF9fzjq7CzlILG+y6loHHXR7pvyO7WlqWRgL0EdN+vOORkrz99lRsFjffdpfsG4X1C9lqou8vc3towNxKILAIUNJHlb3y1Yi+OnfzLqPW0BdvwRJObjP3812bDvdWLRxgN71eXgsZdH+kOanS3tiyNBOwloHvIloLGXn96PreEpYmY/J8tKezs1OpmNL+7VIrjPKCXAAWNu/w55OQub5YWXgR0//1Q0IRXe0q3Nn+du4jol/4PR078mZS2YN7smNS/JrJdc2XSMe54gwAFjbt+0P2E6W5tWRoJ2EtA95AtBY29/vRFbsl7adg74123UdB41ze0jARIIJiA7iFbCppgf0TEt8BeGvbOeNvlFDTu+oe83eXN0sKLAFcKDi9/+qY2Zi8Ne2e87TL+wLrrH776wF3eLC28CPBdTuHlT9/URnppXhj7E17pFsXYGQ97jYLGXefoviG7W1uWRgL2EtD9QBAWQ07SzbVi9U78vDYR+w+dsNdDYZzbFVdejUsXz4dxDe2t2nWF8xoZVq5QCi0b3oEo9en0RkHjNOHg/HV3mQdbw28k4C8Cuu9XvhY0P61JRNzoBShUMA/Kly2Be2rcisIFr/VXC6C1viFw6MhJw9Z1m/dgycpNOHzkDwx5tgmiKjonbHTfIHzjHJsM1R3UaFM1mA0JRCQB3wqa+JnLkLBoNTq3r4/yN3NBuIhsvZorvX7LXsRP/wZVK5bGkNgmjlhDQeMI1pCZ6p52GtIwniABHxDQPWTrS0ETPXAmJAZkYPfmPnAxTQxnAtJrM+fzVdi4dS/mTYyxvaoUNLYjTTND3QuDpWkcT5KAxwnoHrL1naCJe2sBTv95HjHt6nnctTQvkghMnLEYubJfbXtPDQWNu62IvN3lzdLCi4DuIVtfCRqJmekSNwvT37L/STi8mhVr4zYB6akZNiYBw2Kb2hpTwx9Ytz3J8kiABDJLQPeQra8ETfPoiYhWPTOMmclsc+N1ThKQmJpJMxYjYZJ9gpuCxkmPpcybrz5IyYRHSMAqAd1Dtr4RNDI299EXv2JgN8bNWG1cTOc+geFjE/Ds43Vtm9JNQeOuD3XfkN2tLUsjAXsJ6H4g8I2gkenZZUoWQd0at9nrAeZGAjYSWLJ8I3bsPmhM57YjWwoaOyhaz0N3l7l1S5mSBEggOQHfCJoWMRPR/5lmXGcmuQf53VMEJJbmpXHzbZvxREHjrnt1BzW6W1uWRgL2EtB9v6KgsdefzC3CCVDQ+LsB6J526m96tD7SCfDVBxZbgCg/zm6yCIvJtBJoHzsRy+f0scUG3U88tlTCR5noXhjMR6hoKgmkIKD778c3PTQUNCnaDg94lAAFjUcdY8Es3U+YFkxkEhLwLAHdQ7YUNJ5tGjTMrwQoaPzqOYA9Yv71HS3XT0D3kC0Fjf42QAvCjAAFTZg5lNUhARKwRIBDTpYwXX5yYgyNRVhMppUABY1W/FkqXPcNOUvG82IS0ExA95Ate2g0NwAWH34EKGj861PdXeb+JUfLSUD/kC0FDVshCdhMgILGZqAuZqc7qNHFqrIoEgg7AhQ0YedSVkg3AQoa3R7IfPlcKTjz7HglCfDVBxbbAKdtWwTFZNoJUNBod0GmDeC7nDKNjheSAHT//bCHho2QBGwmQEFjM1AXs9P9hOliVVkUCdhOQHcPJwWN7S5lhpFOgIIm0lsA608CkUlAdwwaBU1ktjvW2kECFDQOwnU4ay6s5zBgZh/WBDjkZNG9jKGxCIrJtBOgoNHugkwboHsdjUwbzgtJwAMEdA/ZsofGA42AJoQXAQoa//qTC+v513e0nAQoaNgGSMBmAhQ0NgN1MTvdMQAuVpVFkYDtBHQP2VLQ2O5S6xmePnUK+/buTrrgiiuAAgULI3+BgknHuOM/AhQ0/vOZaTFXCjZJ8JMEMk5A95AtBU3GfWbbFT+t/AFvjXwxRX7Zs+dA8RLXo0nLR1Gjzj0pzvOAtwlQ0HjbP2lZxyGntOjwHAmkTUD33w8FTdr+cfSsKWi69RyAMjfdigvnz+PQgX3Yv283vlv8FbZv24Ryt9+JHi8MQc6cuTJly5Txb+C+xq1Q5saymbre7ou8Zo/d9ZP8KGicoOpOnrqfMN2pJUshAWcI6O7hpKBxxq+WcjUFzcBho3BLuQpB11y8eAmLvpiH998ej4YPNMMTT3cPOm/ly7m//kKnDi3Qq/9w3HFXVSuXOJrGa/Y4VVkKGqfI2pPvfxbvRJ5c16B+lWK46io1zhuw6Y4BCDCFuyTgOwK6Y9AoaDQ2mbQEjWnWuFEjsOKHJRg6cnxQL8upP/7Alo3rsHXLBvx59gzK3FAW1WrXxTXXZDMuXbf6F2zdvAEfz3wH9zdphetL3YCcuXKheu3LQ1iXLgGJO7Zhm0qTmLgdBQoUxp2Vq6H0DTeZRSd97tm1Ez//+AOOHzuKchUqocKdlSHDYoGb2LBpw1psXLca12TLjpvK3oo7Kv8totKzJzAvv+9T0Hjbg/GfbMKCZbtRrFBOPHpvmVSFjbdrQOtIwJsEuFKwRb+E4zo0VgTN7sSd6N+zEzp07IL7lDCRTYKJB/XujGPHjuD60jfi6JFDhtgQURP3yhj11HkV3p86DqtWLFPnDiN37jzGv1zqc8jIcUYeX8z/BDPem6iETCEUKFQY27duwhUqKrlL7AtJokcSTh77Gr779ivcqIbEsufIgW1KQFW4I8oYBjMyUv8dOngAw/rH4s8/zyrRdTNO/XESiTu3I6pqTXR9boASONnStcfMKxw+KWi87UVT0JhWBgqbh56ZjLnx0eYpfpIACWSAABfWswgrUgXNhQsX8HS7Zqh/X5OkYadpU8bg26+/wPDXJ6B4yVKQNPM/nY1PZr+HmO59UbtuA4Pq71s3I+6Fbug9YETQkNPhQwfxfPeOqKkCjjt162OkFVHy0uBeuPrqqzFyzDvGscMHD6J3tyfwaPun0LjFw8axn1Ug88QxI9FL5XnLbbcbIubFvt2NHpue/Ychb778RrrvlyxS6V5F2yei0ah5a+NYKHuMk2H0X3RcAvLkLxFGNYqMqkTdVhCNa+RHjUplIqPCrCUJ2ExA95Ath5xsdmhGsrPSQyP5PRfTHqVU70vPfkON7EXAHDt6BIUKF0kqTr7HRrdVM6MeQZsOTxvH0xIQMnyUQ/W4ZM+RMymPdya+icVfLcSkD+YaAmX9ml/xypDn0Wfgy6hYKSopXeDOhrW/4eUX+yC1OKCRQ19QvTf7kwRSWvYE5un3ffbQeNuDafXQDB//OeK6N/Z2BWgdCZBAqgQoaFLF4s5Bq4ImukNLVIqqhmd6DgwyTHpa9u/dhSOHD+H8uXOY/cEURFWrldTrkp6AkCDd3So+5uD+vThz+hTWr/0V3y9dhDfGTUPhotfhzJnT6Nm5gxI+OdGidVvcVbWWWienUJANnyfMwcxpkxD30mhcpXp3AreFCR9h+bJvMWXGfGMYLD17Aq/18z4Fjbe9ZwqawKEmMzhYd1Cjt8nROhJImwBffZA2n6SzkTrkJDEwPWLa4f6mD6L9vzobPA7u3weZ/rxh3W/IlSu3sRifxMds2bRODTc1RPT/hpHSEhAL532shqlm4bQSMrKYX778BXDyxHEcVNPGXx/7HopcV8woa9uWTfhAxeNI8LFsZW8pj5at26FSlerG96kTRmHJoi+M/VD/vRk/Q8XpFEJa9oS61o/HKWi87bW0ZjnpjgHwNjlaRwJpE9D998MemrT94+hZKz00C+d9hFnvT0Hv/ioORs0akuGmEYN64bAayunSox9uU+vUyArDsvV99kmUvbV8uoLml1XL8e9XBuPeRi3Q6pEOuDZvPuP6H5Z+g/jRrwQJGuOE+u/o4cP47efl+HLBXOzZvRPPD3oF5StWwqxpk/HfhXMxeXqCEVRspg/8NO2joAmkYm1f95i0NSvDJ5XuJ8zwIcmaRCIBznKy6PVI7KE5ruJi+sY+ZbwKYcSoSUHDNv9U69I0UOvTmNuZ06fRtWNr1Lq7QbqC5t8vD1azlTZizNTZ5uXG56z3J0N6bgJ7aIISqC9nz5xRsTqP4Z6GjdFO9Rh9/XkCpk0di1fenGIEKAemv6jE15VqxpW5UdCYJKx/UtBYZ8WUJEACegnoHrJlD41G/6fVQ7P2t58xVQ0rSffLALXwnhkAvGvn7xjQKyYo+Feq8PHMd5HwyUzUuefeJEGTuGM7Bqrp3THdnzeGosyqjnl9KH5ZtQKjJ89C7jx5jMMyo2nYgFgcPXo4SdDMmzPDWFfmuX7DjNlPklCGpWQIrMEDzY0hMHPGVJUaddSU735JvUUSnzNyWD81nFXQmLot14ayR86F08YhJ/96kwLSv76j5foJcKVgiz4I5x6a6rXuVr0whXBevfpA1pSRhez279uDfGoKdP+ho1CsRMkkSjLk1L9HJ5w4cQx1GzyAYsVLYr1azG6HmqIt68Dcrha9M2NopIckNrqdER9zX+OWOHfuLzS4v5kR+Dt53OvGaxWqVK9txNEs/eZLFC5ynRGXY/bQJO74HXF9u+LOu6qhas1/QPL74bvFagG91Rg5+l0UKnJ5ltWcWe9i3pyZxtTw6jXvxqlTJ7Hyh++wK/F3Y2jq5tvKG/aHsiewFyepoj7eoaDxr/P46gP/+o6W6yfAdzlZ9EE4ChpZyXf6O/FBBLKpRehkobty5e9QL6ashxw5/55WbSY8dGA/li7+EquWL8MfJ08YsSwPPvoE5s6ZjiJFixlxMWbaH//vO3z52adGsG+BQkXQ78WRxkJ3K9Xqwyv/bymkJ6h4iVKo+Y96xqJ4M1VMTPfeg5JmM634/lsV9PslNm9ci7wq1uZOFQxcvdY9uK18RbMI4/P7JV+rtXE+xy61oF7uPNcasTwN7mua4pUOoewJysznXyho/OtA3Tdk/5Kj5SQA6H4g4JATWyEJ2EyAgsZmoC5mp7vL3MWqsigSsJ2A7iFbChrbXcoMI50ABY1/W4DuoEb/kqPlJKCfAAWNfh/QgjAjQEHjX4fqnnbqX3K0nAQA3UO2FDRshSRgMwEKGpuBupid7oXBXKwqiyIB2wnoHrKloLHdpcww0glQ0Pi3BeiOAfAvOVpOAoDuIVsKGrZCErCZAAWNzUCZHQmQgC8I6B6ypaDxRTOhkX4iQEHjJ28F28pXHwTz4DcSyAgB3UO2FDQZ8RbTkoAFAhQ0FiB5NInuG7JHsdAsErBEQPcDAQWNJTcxEQlYJ0BBY52V11Lq7jL3Gg/aQwJ+IkBB4ydv0VZfEKCg8YWbUjVSd1BjqkbxIAn4hIDuoHoKGp80FJrpHwIUNP7xVXJLdU87TW4Pv5OAnwjw1QcWvRWO73KyWHUm8xkBChqfOSzAXN0LgwWYwl0S8B0B3X8/7KHxXZOhwV4nQEHjdQ+Ftk/3E2Zoy3iGBLxNQP529h48gagKpbQZSkGjDT0LDlcCFDT+9aw8YXZqU1vrTdm/9Gh5JBOgoMmA9zsNnIkW90ah/M3FM3AVk5KAuwQOHTmJl8bNx7yJMbYUrDvIzpZKMBMSIIGwJyBLHoioaVq/ora6+qaHJmbQbDRreBcFjbamwoKtEJizcBVOnzmDIc82sZI83TQUNOkisjWBBAXvOXDC6KWxNWNmRgJhTsALw7WuCBpZbCd+aBsUL5ov0y6VG83ilVsR065+pvPghSTgNIHhYxPwyAOVbHlKkRtEZzUEMjc+2mmzmf//CMhTZvEiebN0ryJMEohEArLkQYmieW2592WWnyuCxo5xabm5Rw+chQcfiELdGrdltr68jgQcI7B+y15MmrEYCZPsGW6SH1e5SUxQDwPc3CEg9xnhrrPb3J2ashQSCD8CrggaWX2zasVSWb5J/LQmEYPe+gxvxbULP0+wRr4nEDtkBobFNkWUaut2bNIr+aNq83HdG9uRHfOwQICCxgIkJiGBVAhIx8Xgbo209m66ImjkKVM2mT2Q1S1+5jJsTTyshp7qZTUrXk8CthEYPiYBNe+6AZ3b1rEtTzv/bmwzKgIy4rBTBDiZVbSVgDwIZCWkxC5jXBE0dj5pCrjxM77D2b8uUNTY1QqYT5YITJyxGMdPnMKk4W2zlE/yiylokhNx57vcr2TjsJM7vFmK/wnIvUp3/IxQ9J2gEaNF1Mz9eg0SFq1G60ZVGFMjULi5TkBiZoaPmYdGdStgSKw9s5oCK2HXUG1gnty3RkB6aXQuEGbNSqYiAW8QkIcA+XvR3UvjiqARAeLEbA2JqYkbvQDlbi6GutXLGZ7lOjXeaODhaIWsMSPbus17sGTlJhw+8ocxPduumJnkzOyYHZg8T363RsAL8QDWLGUqEtBLQH7f53+z1paQkqzWxBVBI0baMdMptcoKTHmamrdoLS5euojf1u9KLRmPkUCWCVxXOK+RR2X1JFL9jtKODklIm5YeGk7ZzrLbMp2B3Ft0P3Fm2nheSAIuEZB7lfyteGGI1jVBY2ccjUt+YjEkoI0A42e0oTcKlhu0E73KemvF0knAfgJyr7Jjwo8dlrkmaHiDsMNdzCNSCMhwk0zXZhyHXo+zl0Yvf5bubQLSO5OwaI1nlpZwTdCIW5wadvK2y2kdCWSMgPyItuoyCcvn9MnYhUxtOwERlhz2sx0rMwwTAl7qnRGkrguaYmpZcS4UFiatmdVwhACHmxzBmqlMRVzKxliaTOHjRWFMQHpnVqmJOV4ZbhLUrgoaiaOZpMbb+MQTxq2cVcsyAfZkZhmhrRmwl8ZWnMwsTAjI77kXAoEDcboqaKRguVk3q1/BcyACoXCfBHQRkJuETIHk+5t0eSBlueylScmERyKbgJdmNgV6wnVBIyA4HTXQBdwngb8JMBj4bxZe2hO/xKuXhHLoyUteoS06CHhVzAgL1wWNFCq9NDJ7w0tjb2IXNxLQSUBiZ/aomA3GmOn0Quiy2VMTmg3PRA4B6UUWYe/FGZhaBI3cGLjGQ+T8AbCm1gjUaP2aGmp6zJM3Cms1CO9UciPn28/D28esXdoEpDPCy8PhWgSNIJNhJ9n4NGpg4H8RToB/D/5pAF6bquofcrTU7wSkM8LLw67aBI3ZSxPdpjYDhP3eyml/lgjImHSXwbPwnwnRnr5ZZKmSYXQxBU0YOZNVsUTAL0tJaBM0QtEMEGawnaU2xURhSECEvSyix6EmfzmX8U7+8hetzTwBaesyM9nLPTNm7bQKGjFCYM1XY9Ncm8Z0CT8jiQDXnPGnt0WIyrb34AkUV4uF+uFm70/StFonAWnnsnacX0JDtAsacZaIGumt8XKwkc5GxbLDk4CIGdnY7v3rX7l3ValYiqLGvy6k5SEI+HGpAk8IGlMFllBTwTiVO0Tr4uGwIkARH1buhB9v/uHlAdbGLgJeXmcmvTp6QtCIkSJqZCp3s/oVKWrS8xrP+5oAxYyv3Zeq8XL/kmEnma3ml+75VCvCgxFLQNqwbCJopC17cZ2Z9JzjGUEjhpo9NfvUuDS74dNzHc/7kQCHmfzoNWs2y/1Lfgzk/TYiWtnbbI0bU+knYLbdPQdO+LrdekrQiFsFrLzLRgKFOftJf0OnBfYQkHY9dOznRmYU6/Yw9Wou5j1MBI0XX+DnVW60y30CZlstUTRvWCyf4jlBY7pUnnBE1HCdGpMIP/1KQJ7aZZ2Zwd0ah8VNw69+cNtu+bEwZ4iwx8Zt+iwvFAFpl7LJfcnvPTLJ6+hZQWMClzFpGcvjuHRy1/G7HwjID9mUD5dxnRk/OMshG+UHxByKMqfpc6q3Q7CZbUgCci+SGXkJi9agqvqUodFw2zwtaAS2+ZQjNwQGDIdb8wvf+shQw9CxC9GkXkWK8fB1c4ZrJvczM3hYflRkf9UaubdVSBI9cq/zY0BmhmHwAtsImO1KPs21kSR0Q4Y95R1xsgq52a6kzYXtdskn2579xy51HjTrUouYiZfmL1rtE6tpZqQRkLYpbVTaqrRZbiSQFoFVa3Ya7UQ+J81aZiQ12458SnuS4y+OXmCkq/7QSCONtDG5Ro7LeUlnXidpzPtl4PWSXq6TzUwT6npJE1iGpEvtetp4mbVujlK++Nr8J/6X/UjbPN9Dk1xJisqUrrM9SonKU0zzBhX5NJMcEr+7SkCeiqRdSryEuZYSn7BddQELIwESIAH4TtCYPpMufelSk43ixqTCT7cIiIgxZ+NJmRTXbpFnOSRAAiSQOgHfCprA6phPyPIDY4obOS9PyzIdTcYMGYQXSIz7VgiY49HyKbMBZJP2tWDxGhQrks+I6ZIgO/bGWKHJNCRAAiTgLIGwEDSBiExxI8fkR0h+gGShvsufl6erBabnPgmEIiCiRURxMfXyQfmUTQSyCJiwDqwLBYTHSYAESMDDBMJO0HiYNU0jARIgARIgARJwiAAFjUNgmS0JkAAJkAAJkIB7BCho3GPNkkiABEiABEiABBwiQEHjEFhmSwIkQAIkQAIk4B4BChr3WLMkEiABEiABEiABhwhQ0DgEltmSAAmQAAmQAAm4R4CCxj3WLIkESIAESIAESMAhAhQ0DoFltiRAAiRAAiRAAu4RoKBxjzVLIgESIAESIAEScIgABY1DYJktCZAACZAACZCAewQoaNxjzZJIgARIgARIgAQcIkBB4xBYZksCJEACJEACJOAeAQoa91izJBIgARIgARIgAYcIUNA4BJbZkgAJkAAJkAAJuEeAgsY91iyJBEiABEiABEjAIQIUNA6BZbYkQAIkQAIkQALuEaCgcY81SyIBEiABEiABEnCIAAWNQ2CZLQmQAAmQAAmQgHsEKGjcY82SSIAESIAESIAEHCJAQeMQWGZLAiRAAiRAAiTgHgEKGvdYsyQSIAESIAESIAGHCFDQOASW2ZIACZAACZAACbhHgILGPdYsiQRIgARIgARIwCEC/w8faGEo/ucv1AAAAABJRU5ErkJggg=="
    }
   },
   "cell_type": "markdown",
   "id": "1a56c28e-b49c-48f9-b05e-4b2e15094422",
   "metadata": {},
   "source": [
    "Qlib中关于数据主要有以下三个模块：\n",
    "* Data Loader: 从数据源加载数据，数据源可以是已经转换为qlib内置格式的数据（如上面data_uri里面的数据），也可以是其他外部数据；\n",
    "* Data Handler: 对数据进行预处理，比如常见的缺失值、标准化等；\n",
    "* Dataset: 为模型的训练准备数据，类似Pytorch中的Dataset。\n",
    "\n",
    "![image.png](attachment:c60fc4bb-157d-46f3-9f7b-ccd0fdc8c570.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bd3206dc-1e33-4a2c-8a5f-a920f36a366d",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Data Loder"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92de2a9a-d2b8-4105-9717-890e16ea7a3f",
   "metadata": {
    "tags": []
   },
   "source": [
    "Data Loader用于加载数据，Qlib中主要有两类Data Loader：\n",
    "* QlibDataLoader：从已转换好的内置数据源中加载数据；\n",
    "* StaticDataLoader：从外部数据源加载数据\n",
    "\n",
    "\n",
    "## QlibDataLoader\n",
    "使用QlibDataLoader加载数据需要两个步骤：\n",
    "* 实例化，主要是通过config参数配置需要加载的数据，可以是原始数据，也可以是用算法表达式计算的数据\n",
    "* 实例化之后，使用load函数获取数据。\n",
    "\n",
    "我们看以下案例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c4521284-dad9-46ff-bd38-a8ea995dcf11",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入QlibDataLoader\n",
    "from qlib.data.dataset.loader import QlibDataLoader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "dbf7cb30-9626-4761-9b14-9a8f74072c5f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>close</th>\n",
       "      <th>high</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th>instrument</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2019-01-02</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>4319.709961</td>\n",
       "      <td>4413.609863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-03</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>4254.950195</td>\n",
       "      <td>4339.040039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-04</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>4341.490234</td>\n",
       "      <td>4382.379883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-07</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>4366.660156</td>\n",
       "      <td>4413.609863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-01-08</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>4361.609863</td>\n",
       "      <td>4413.609863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-25</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>8297.070312</td>\n",
       "      <td>8365.129883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-26</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>8307.309570</td>\n",
       "      <td>8357.669922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-27</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>8511.500000</td>\n",
       "      <td>8577.370117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-30</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>8678.370117</td>\n",
       "      <td>8749.360352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-31</th>\n",
       "      <th>SH600519</th>\n",
       "      <td>8657.870117</td>\n",
       "      <td>8694.469727</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>244 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             close         high\n",
       "datetime   instrument                          \n",
       "2019-01-02 SH600519    4319.709961  4413.609863\n",
       "2019-01-03 SH600519    4254.950195  4339.040039\n",
       "2019-01-04 SH600519    4341.490234  4382.379883\n",
       "2019-01-07 SH600519    4366.660156  4413.609863\n",
       "2019-01-08 SH600519    4361.609863  4413.609863\n",
       "...                            ...          ...\n",
       "2019-12-25 SH600519    8297.070312  8365.129883\n",
       "2019-12-26 SH600519    8307.309570  8357.669922\n",
       "2019-12-27 SH600519    8511.500000  8577.370117\n",
       "2019-12-30 SH600519    8678.370117  8749.360352\n",
       "2019-12-31 SH600519    8657.870117  8694.469727\n",
       "\n",
       "[244 rows x 2 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 加载原始特征，比如收盘价、最高价\n",
    "qdl = QlibDataLoader(config=(['$close', '$high'],['close', 'high'])) \n",
    "qdl.load(instruments=['SH600519'], start_time='20190101', end_time='20191231') # 可以通过freq参数设置周期，默认freq='day'"
   ]
  },
  {
   "attachments": {
    "5a21dd00-1275-4905-85fb-2d4cba7201c9.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "30fa00c0-2565-445a-90ba-554c4a073aee",
   "metadata": {},
   "source": [
    "![image.png](attachment:5a21dd00-1275-4905-85fb-2d4cba7201c9.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87171c98-7cff-453d-ba44-a9ba249da1e6",
   "metadata": {},
   "source": [
    "在以上的案例中，有以下几个注意点：\n",
    "* config参数用来配置需要加载的特征，对于qlib内置数据中原有的特征需要使用\"$\"符号进行引用；\n",
    "* instruments可以为股票代码的列表，也可以是某个股票池代码，前提是该股票池成分股文件存在于qlib数据文件夹\"instruments\"中。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6e43f39-f340-465a-bdd2-62c1be352837",
   "metadata": {},
   "source": [
    "除了直接加载原始特征，有时我们需要对不同的原始特征做一些运算生成新的特征，比如我们想计算收盘价的均线。这时我们可以使用qlib的算式表达式功能，直接在加载时进行计算，具体请看下面案例。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "6317f06b-4e87-43c3-aede-44b31e02277a",
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>EMA10</th>\n",
       "      <th>EMA30</th>\n",
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       "      <th>datetime</th>\n",
       "      <th>instrument</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">2021-01-04</th>\n",
       "      <th>SH600000</th>\n",
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       "      <td>130.428864</td>\n",
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       "                            EMA10       EMA30\n",
       "datetime   instrument                        \n",
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       "...                           ...         ...\n",
       "2021-01-08 SZ300498     38.268608   38.167015\n",
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       "           SZ300628    906.532104  892.788696\n",
       "           SZ300676    134.093430  132.403580\n",
       "\n",
       "[1500 rows x 2 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 这次我们加载沪深300成分股的10日和30日收盘价指数加权均价\n",
    "market = 'sh000300' # 沪深300股票池代码，在instruments文件夹下有对应的sh000300.txt\n",
    "close_ma = ['EMA($close, 10)', 'EMA($close, 30)'] # EMA($close, 10)表示计算close的10日指数加权均线\n",
    "ma_names = ['EMA10', 'EMA30']\n",
    "qdl_ma = QlibDataLoader(config=(close_ma, ma_names)) \n",
    "qdl_ma.load(instruments=market, start_time='20210101', end_time='20210110')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e26d2708-55aa-4228-91a2-b3f3bc920162",
   "metadata": {},
   "source": [
    "qlib把类似“EMA”称为算子（operator），qlib中全部支持的算子可以在以下源码中找到：/qlib/data/ops.py"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9806c417-f18b-4527-b9ca-cac27b84aa80",
   "metadata": {},
   "source": [
    "有时我们需要对计算的数据进行分组，最常用的是分为特征组“feature”和“label”组，此时我们可以传入dict格式的参数至config中，具体看下面实例："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "d966abc6-9ab8-42ec-8150-ff2ec3418123",
   "metadata": {},
   "outputs": [
    {
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       "      <th>label</th>\n",
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       "<p>1500 rows × 3 columns</p>\n",
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      ],
      "text/plain": [
       "                          feature                 label\n",
       "                            EMA10       EMA30  next_ret\n",
       "datetime   instrument                                  \n",
       "2021-01-04 SH600000    128.776688  130.428864 -0.001001\n",
       "           SH600004     35.711178   36.639740 -0.016393\n",
       "           SH600009    227.689270  231.307571 -0.002437\n",
       "           SH600010      9.757089    9.815779 -0.008138\n",
       "           SH600011     21.803612   22.311543 -0.022326\n",
       "...                           ...         ...       ...\n",
       "2021-01-08 SZ300498     38.268608   38.167015 -0.039302\n",
       "           SZ300529    146.323364  141.267807 -0.047604\n",
       "           SZ300601    252.086090  247.119064 -0.062272\n",
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       "           SZ300676    134.093430  132.403580  0.053332\n",
       "\n",
       "[1500 rows x 3 columns]"
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     },
     "execution_count": 117,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "market = 'sh000300' # 沪深300股票池代码，在instruments文件夹下有对应的sh000300.txt\n",
    "close_ma = ['EMA($close, 10)', 'EMA($close, 30)'] # EMA($close, 10)表示计算close的10日指数加权均线\n",
    "ma_names = ['EMA10', 'EMA30']\n",
    "ret = [\"Ref($close, -1)/$close-1\"] # 下一日收益率, Ref($close, -1)表示下一日收盘价\n",
    "ret_name = ['next_ret']\n",
    "qdl_ma_gp = QlibDataLoader(config={'feature':(close_ma, ma_names), 'label': (ret, ret_name)}) \n",
    "qdl_ma_gp.load(instruments=market, start_time='20210101', end_time='20210110')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d95605e-845b-470b-8ba4-54d2c3b12472",
   "metadata": {
    "tags": []
   },
   "source": [
    "### QlibDataLoader其他参数: filter_pipe\n",
    "\n",
    "在加载数据的过程中，我们不仅可以使用算子表达式进行特征计算，还可以使用“filter_pipe”参数进行相关过滤。比如我们想要加载沪深300中每一天10日均线大于30日均线的股票并返回它们的均线数据，该怎么实现呢？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "f4efe4f9-83cd-4c12-b5db-9404bc8a6c09",
   "metadata": {},
   "outputs": [
    {
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       "      <th rowspan=\"5\" valign=\"top\">2021-01-04</th>\n",
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       "      <th>...</th>\n",
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       "<p>744 rows × 2 columns</p>\n",
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      ],
      "text/plain": [
       "                             EMA10        EMA30\n",
       "datetime   instrument                          \n",
       "2021-01-04 SH600018       6.580720     6.537729\n",
       "           SH600025       4.922013     4.930805\n",
       "           SH600031    1637.023804  1573.120483\n",
       "           SH600111     252.989182   250.658783\n",
       "           SH600161     547.657776   540.620544\n",
       "...                            ...          ...\n",
       "2021-01-08 SZ300498      38.268608    38.167015\n",
       "           SZ300529     146.323364   141.267807\n",
       "           SZ300601     252.086090   247.119064\n",
       "           SZ300628     906.532104   892.788696\n",
       "           SZ300676     134.093430   132.403580\n",
       "\n",
       "[744 rows x 2 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qlib.data.filter import ExpressionDFilter\n",
    "# QlibDataLoader其他参数: filter_pipe\n",
    "market = 'sh000300' # 沪深300股票池代码，在instruments文件夹下有对应的sh000300.txt\n",
    "close_ma = ['EMA($close, 10)', 'EMA($close, 30)'] # EMA($close, 10)表示计算close的10日指数加权均线\n",
    "ma_names = ['EMA10', 'EMA30']\n",
    "\n",
    "# 使用表达式定义过滤规则\n",
    "filter_rule = ExpressionDFilter(rule_expression='EMA($close, 10)>EMA($close, 30)')\n",
    "\n",
    "# 导出数据\n",
    "qdl_fil = QlibDataLoader(config=(close_ma, ma_names), filter_pipe=[filter_rule,]) \n",
    "qdl_fil.load(instruments=market, start_time='20210101', end_time='20210110')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "73a170d5-ef7e-45d0-88b9-78e0953bcfec",
   "metadata": {},
   "source": [
    "## StaticDataLoader\n",
    "QlibDataLoader用于加载已经转换为qlib格式的数据。如果直接从外部文件中读取数据，可以使用StaticDataLoader。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "bf336a4f-0ecb-47bd-8ab5-8be236d5d3b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 准备pickle数据文件\n",
    "qdl = QlibDataLoader(config=(['$open', '$high', '$low', '$close'],['open', 'high', 'low', 'close']))\n",
    "df = qdl.load(instruments='sh000300', start_time='20210101', end_time='20211231') # 可以通过freq参数设置周期，默认freq='day'\n",
    "df.to_pickle('./sh000300.pkl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "fb31a16b-67d0-48c0-8be4-1d37c8fe1268",
   "metadata": {},
   "outputs": [
    {
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       "      <th>SH600004</th>\n",
       "      <td>36.759998</td>\n",
       "      <td>36.939999</td>\n",
       "      <td>36.049999</td>\n",
       "      <td>36.599998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600009</th>\n",
       "      <td>232.479996</td>\n",
       "      <td>241.910004</td>\n",
       "      <td>230.860001</td>\n",
       "      <td>237.979996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>9.750000</td>\n",
       "      <td>9.830000</td>\n",
       "      <td>9.670000</td>\n",
       "      <td>9.830000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600011</th>\n",
       "      <td>21.500000</td>\n",
       "      <td>21.690001</td>\n",
       "      <td>21.209999</td>\n",
       "      <td>21.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2021-12-31</th>\n",
       "      <th>SZ300782</th>\n",
       "      <td>1091.280029</td>\n",
       "      <td>1093.890015</td>\n",
       "      <td>1022.809998</td>\n",
       "      <td>1064.569946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300866</th>\n",
       "      <td>106.610001</td>\n",
       "      <td>107.459999</td>\n",
       "      <td>101.279999</td>\n",
       "      <td>102.989998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300888</th>\n",
       "      <td>82.940002</td>\n",
       "      <td>84.070000</td>\n",
       "      <td>82.379997</td>\n",
       "      <td>83.660004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300896</th>\n",
       "      <td>980.080017</td>\n",
       "      <td>990.659973</td>\n",
       "      <td>966.539978</td>\n",
       "      <td>969.520020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300999</th>\n",
       "      <td>62.689999</td>\n",
       "      <td>63.290001</td>\n",
       "      <td>62.400002</td>\n",
       "      <td>63.020000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72900 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              open         high          low        close\n",
       "datetime   instrument                                                    \n",
       "2021-01-04 SH600000     129.229996   130.440002   128.029999   129.899994\n",
       "           SH600004      36.759998    36.939999    36.049999    36.599998\n",
       "           SH600009     232.479996   241.910004   230.860001   237.979996\n",
       "           SH600010       9.750000     9.830000     9.670000     9.830000\n",
       "           SH600011      21.500000    21.690001    21.209999    21.500000\n",
       "...                            ...          ...          ...          ...\n",
       "2021-12-31 SZ300782    1091.280029  1093.890015  1022.809998  1064.569946\n",
       "           SZ300866     106.610001   107.459999   101.279999   102.989998\n",
       "           SZ300888      82.940002    84.070000    82.379997    83.660004\n",
       "           SZ300896     980.080017   990.659973   966.539978   969.520020\n",
       "           SZ300999      62.689999    63.290001    62.400002    63.020000\n",
       "\n",
       "[72900 rows x 4 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 使用StaticDataLoader导入数据\n",
    "from qlib.data.dataset.loader import StaticDataLoader\n",
    "\n",
    "# 实例化StaticDataLoader，主要是config函数，这里直接传入数据文件的路径\n",
    "sdl_pkl = StaticDataLoader(config='./sh000300.pkl')\n",
    "sdl_pkl.load() # 默认返回全部数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "6017ea25-8d3d-4c33-a331-a35d41902057",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th>instrument</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-08</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>127.449997</td>\n",
       "      <td>128.850006</td>\n",
       "      <td>127.160004</td>\n",
       "      <td>127.870003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>27.080000</td>\n",
       "      <td>27.250000</td>\n",
       "      <td>25.330000</td>\n",
       "      <td>25.660000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-11</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>128.429993</td>\n",
       "      <td>130.259995</td>\n",
       "      <td>128.149994</td>\n",
       "      <td>128.850006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>25.330000</td>\n",
       "      <td>25.660000</td>\n",
       "      <td>24.000000</td>\n",
       "      <td>25.160000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-12</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>128.429993</td>\n",
       "      <td>129.419998</td>\n",
       "      <td>128.009995</td>\n",
       "      <td>128.710007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>24.910000</td>\n",
       "      <td>25.410000</td>\n",
       "      <td>23.410000</td>\n",
       "      <td>23.910000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-13</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>128.710007</td>\n",
       "      <td>128.850006</td>\n",
       "      <td>127.449997</td>\n",
       "      <td>127.730003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>23.750000</td>\n",
       "      <td>24.750000</td>\n",
       "      <td>23.410000</td>\n",
       "      <td>24.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-14</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>127.730003</td>\n",
       "      <td>128.009995</td>\n",
       "      <td>127.019997</td>\n",
       "      <td>127.300003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>23.910000</td>\n",
       "      <td>24.660000</td>\n",
       "      <td>23.500000</td>\n",
       "      <td>24.160000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">2021-10-15</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>127.449997</td>\n",
       "      <td>128.289993</td>\n",
       "      <td>127.019997</td>\n",
       "      <td>127.730003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>24.330000</td>\n",
       "      <td>24.500000</td>\n",
       "      <td>23.910000</td>\n",
       "      <td>24.250000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             open        high         low       close\n",
       "datetime   instrument                                                \n",
       "2021-10-08 SH600000    127.449997  128.850006  127.160004  127.870003\n",
       "           SH600010     27.080000   27.250000   25.330000   25.660000\n",
       "2021-10-11 SH600000    128.429993  130.259995  128.149994  128.850006\n",
       "           SH600010     25.330000   25.660000   24.000000   25.160000\n",
       "2021-10-12 SH600000    128.429993  129.419998  128.009995  128.710007\n",
       "           SH600010     24.910000   25.410000   23.410000   23.910000\n",
       "2021-10-13 SH600000    128.710007  128.850006  127.449997  127.730003\n",
       "           SH600010     23.750000   24.750000   23.410000   24.250000\n",
       "2021-10-14 SH600000    127.730003  128.009995  127.019997  127.300003\n",
       "           SH600010     23.910000   24.660000   23.500000   24.160000\n",
       "2021-10-15 SH600000    127.449997  128.289993  127.019997  127.730003\n",
       "           SH600010     24.330000   24.500000   23.910000   24.250000"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 也可以传入instruments和起止时间\n",
    "sdl_pkl.load(instruments=['SH600000','SH600010'], start_time='2021-10-01', end_time='2021-10-15') "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "966e0b0f-acfa-4878-b4ee-f72e9925715f",
   "metadata": {},
   "source": [
    "### 如何读取csv文件\n",
    "以上我们读取的是pickle文件，如果是csv文件是否可以呢？"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "8cc2b61b-b6f2-494b-a631-8946246942d4",
   "metadata": {},
   "outputs": [
    {
     "ename": "UnpicklingError",
     "evalue": "could not find MARK",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mUnpicklingError\u001b[0m                           Traceback (most recent call last)",
      "Input \u001b[0;32mIn [48]\u001b[0m, in \u001b[0;36m<cell line: 4>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m df\u001b[38;5;241m.\u001b[39mto_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m./sh000300.pkl\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m      3\u001b[0m sdl_csv \u001b[38;5;241m=\u001b[39m StaticDataLoader(config\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m./sh000300.csv\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m \u001b[43msdl_csv\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/qlib/lib/python3.8/site-packages/pyqlib-0.8.4.99-py3.8-macosx-10.9-x86_64.egg/qlib/data/dataset/loader.py:245\u001b[0m, in \u001b[0;36mStaticDataLoader.load\u001b[0;34m(self, instruments, start_time, end_time)\u001b[0m\n\u001b[1;32m    244\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mload\u001b[39m(\u001b[38;5;28mself\u001b[39m, instruments\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, start_time\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, end_time\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame:\n\u001b[0;32m--> 245\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_maybe_load_raw_data\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    246\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m instruments \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    247\u001b[0m         df \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/qlib/lib/python3.8/site-packages/pyqlib-0.8.4.99-py3.8-macosx-10.9-x86_64.egg/qlib/data/dataset/loader.py:269\u001b[0m, in \u001b[0;36mStaticDataLoader._maybe_load_raw_data\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    267\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_config, (\u001b[38;5;28mstr\u001b[39m, Path)):\n\u001b[1;32m    268\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m Path(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_config)\u001b[38;5;241m.\u001b[39mopen(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[0;32m--> 269\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data \u001b[38;5;241m=\u001b[39m \u001b[43mpickle\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    270\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_config, pd\u001b[38;5;241m.\u001b[39mDataFrame):\n\u001b[1;32m    271\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_config\n",
      "\u001b[0;31mUnpicklingError\u001b[0m: could not find MARK"
     ]
    }
   ],
   "source": [
    "# 准备csv文件\n",
    "df.to_csv('./sh000300.pkl')\n",
    "sdl_csv = StaticDataLoader(config='./sh000300.csv')\n",
    "sdl_csv.load() # 默认返回全部数据"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afa70dde-166a-400e-8f42-069b5a85e14c",
   "metadata": {},
   "source": [
    "报错了，分析源码可以看出，当config是路径时，只支持pickle文件。但是当config是字典格式时{‘feature_group’: 'path'}可以支持csv\\pickle\\h5三种文件格式，（不知道作者出于什么考虑）。我们可以选择修改源码，或者直接使用dict格式的config参数，如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "f8c8f0b7-333e-4acd-8416-688e52c0c36b",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
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       "    <tr>\n",
       "      <th>datetime</th>\n",
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       "      <th></th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2021-01-04</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>129.23</td>\n",
       "      <td>130.44</td>\n",
       "      <td>128.03</td>\n",
       "      <td>129.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600004</th>\n",
       "      <td>36.76</td>\n",
       "      <td>36.94</td>\n",
       "      <td>36.05</td>\n",
       "      <td>36.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600009</th>\n",
       "      <td>232.48</td>\n",
       "      <td>241.91</td>\n",
       "      <td>230.86</td>\n",
       "      <td>237.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>9.75</td>\n",
       "      <td>9.83</td>\n",
       "      <td>9.67</td>\n",
       "      <td>9.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600011</th>\n",
       "      <td>21.50</td>\n",
       "      <td>21.69</td>\n",
       "      <td>21.21</td>\n",
       "      <td>21.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2021-12-31</th>\n",
       "      <th>SZ300782</th>\n",
       "      <td>1091.28</td>\n",
       "      <td>1093.89</td>\n",
       "      <td>1022.81</td>\n",
       "      <td>1064.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300866</th>\n",
       "      <td>106.61</td>\n",
       "      <td>107.46</td>\n",
       "      <td>101.28</td>\n",
       "      <td>102.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300888</th>\n",
       "      <td>82.94</td>\n",
       "      <td>84.07</td>\n",
       "      <td>82.38</td>\n",
       "      <td>83.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300896</th>\n",
       "      <td>980.08</td>\n",
       "      <td>990.66</td>\n",
       "      <td>966.54</td>\n",
       "      <td>969.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300999</th>\n",
       "      <td>62.69</td>\n",
       "      <td>63.29</td>\n",
       "      <td>62.40</td>\n",
       "      <td>63.02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72900 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          open     high      low    close\n",
       "datetime   instrument                                    \n",
       "2021-01-04 SH600000     129.23   130.44   128.03   129.90\n",
       "           SH600004      36.76    36.94    36.05    36.60\n",
       "           SH600009     232.48   241.91   230.86   237.98\n",
       "           SH600010       9.75     9.83     9.67     9.83\n",
       "           SH600011      21.50    21.69    21.21    21.50\n",
       "...                        ...      ...      ...      ...\n",
       "2021-12-31 SZ300782    1091.28  1093.89  1022.81  1064.57\n",
       "           SZ300866     106.61   107.46   101.28   102.99\n",
       "           SZ300888      82.94    84.07    82.38    83.66\n",
       "           SZ300896     980.08   990.66   966.54   969.52\n",
       "           SZ300999      62.69    63.29    62.40    63.02\n",
       "\n",
       "[72900 rows x 4 columns]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdl_csv = StaticDataLoader(config={'feature': './sh000300.csv'})\n",
    "sdl_csv.load()['feature'] # 默认返回全部数据"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cbd71dde-ec83-4ab0-bce6-f0d45abc2429",
   "metadata": {},
   "source": [
    "当然以上是通过文件读取，如果数据已经以dataframe的形式存在内存里，我们可以直接构建StaticDataLoader："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "11d56f69-58a8-4cc5-8f28-11ad8b971d5d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>open</th>\n",
       "      <th>high</th>\n",
       "      <th>low</th>\n",
       "      <th>close</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th>instrument</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2021-01-04</th>\n",
       "      <th>SH600000</th>\n",
       "      <td>129.229996</td>\n",
       "      <td>130.440002</td>\n",
       "      <td>128.029999</td>\n",
       "      <td>129.899994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600004</th>\n",
       "      <td>36.759998</td>\n",
       "      <td>36.939999</td>\n",
       "      <td>36.049999</td>\n",
       "      <td>36.599998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600009</th>\n",
       "      <td>232.479996</td>\n",
       "      <td>241.910004</td>\n",
       "      <td>230.860001</td>\n",
       "      <td>237.979996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600010</th>\n",
       "      <td>9.750000</td>\n",
       "      <td>9.830000</td>\n",
       "      <td>9.670000</td>\n",
       "      <td>9.830000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SH600011</th>\n",
       "      <td>21.500000</td>\n",
       "      <td>21.690001</td>\n",
       "      <td>21.209999</td>\n",
       "      <td>21.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2021-12-31</th>\n",
       "      <th>SZ300782</th>\n",
       "      <td>1091.280029</td>\n",
       "      <td>1093.890015</td>\n",
       "      <td>1022.809998</td>\n",
       "      <td>1064.569946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300866</th>\n",
       "      <td>106.610001</td>\n",
       "      <td>107.459999</td>\n",
       "      <td>101.279999</td>\n",
       "      <td>102.989998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300888</th>\n",
       "      <td>82.940002</td>\n",
       "      <td>84.070000</td>\n",
       "      <td>82.379997</td>\n",
       "      <td>83.660004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300896</th>\n",
       "      <td>980.080017</td>\n",
       "      <td>990.659973</td>\n",
       "      <td>966.539978</td>\n",
       "      <td>969.520020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SZ300999</th>\n",
       "      <td>62.689999</td>\n",
       "      <td>63.290001</td>\n",
       "      <td>62.400002</td>\n",
       "      <td>63.020000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72900 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              open         high          low        close\n",
       "datetime   instrument                                                    \n",
       "2021-01-04 SH600000     129.229996   130.440002   128.029999   129.899994\n",
       "           SH600004      36.759998    36.939999    36.049999    36.599998\n",
       "           SH600009     232.479996   241.910004   230.860001   237.979996\n",
       "           SH600010       9.750000     9.830000     9.670000     9.830000\n",
       "           SH600011      21.500000    21.690001    21.209999    21.500000\n",
       "...                            ...          ...          ...          ...\n",
       "2021-12-31 SZ300782    1091.280029  1093.890015  1022.809998  1064.569946\n",
       "           SZ300866     106.610001   107.459999   101.279999   102.989998\n",
       "           SZ300888      82.940002    84.070000    82.379997    83.660004\n",
       "           SZ300896     980.080017   990.659973   966.539978   969.520020\n",
       "           SZ300999      62.689999    63.290001    62.400002    63.020000\n",
       "\n",
       "[72900 rows x 4 columns]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdl_df = StaticDataLoader(config=df)\n",
    "sdl_df.load() # 默认返回全部数据"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "227d60a2-2ec1-4171-ac8e-dcecdeac1237",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Data Handler\n",
    "通过Data Loader加载特征后，模型训练前需要对特征数据进行一些预处理，比如缺失值、标准化等处理。这是Data Handler主要任务。我们先看一个案例："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "0195231c-f828-4cf7-9cf6-3b1943e9568a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qlib.data.dataset.handler import DataHandlerLP\n",
    "from qlib.data.dataset.processor import CSZScoreNorm, DropnaProcessor\n",
    "\n",
    "qdl = QlibDataLoader(config=(['$close/Ref($close, 1)-1'],['Return']))\n",
    "df = qdl.load(instruments='sh000300', start_time='20210101', end_time='20210430') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "925b8c2c-2170-441a-82d0-736390ca4689",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Return    45\n",
       "dtype: int64"
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 是否有空值\n",
    "df.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "94aec889-c1ae-4b38-a92f-2be46613d7f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[<AxesSubplot:title={'center':'Return'}>]], dtype=object)"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 原始数据分布\n",
    "df.xs('2021-01-05').hist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "1e19fa92-340f-4637-9def-fa3a87eff3f1",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[32168:MainThread](2022-05-01 16:11:37,168) INFO - qlib.timer - [log.py:113] - Time cost: 5.556s | Loading data Done\n",
      "[32168:MainThread](2022-05-01 16:11:37,172) INFO - qlib.timer - [log.py:113] - Time cost: 0.002s | DropnaProcessor Done\n",
      "[32168:MainThread](2022-05-01 16:11:37,197) INFO - qlib.timer - [log.py:113] - Time cost: 0.024s | CSZScoreNorm Done\n",
      "[32168:MainThread](2022-05-01 16:11:37,198) INFO - qlib.timer - [log.py:113] - Time cost: 0.028s | fit & process data Done\n",
      "[32168:MainThread](2022-05-01 16:11:37,198) INFO - qlib.timer - [log.py:113] - Time cost: 5.587s | Init data Done\n"
     ]
    }
   ],
   "source": [
    "# 实例化DataHandler\n",
    "dh = DataHandlerLP(instruments='sh000300', start_time='20210101', end_time='20210120',\n",
    "             learn_processors=[DropnaProcessor(), CSZScoreNorm()],\n",
    "             data_loader=qdl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "e0afe651-974c-449c-8a86-9fcd07f285af",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_hdl = dh.fetch(data_key=DataHandlerLP.DK_L) # 获取处理后的数据，处理过程为先去空值，再截面标准化。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "a668cc45-8469-4d30-9588-e7f62eeedb8c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Return    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 106,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看是否还存在空值\n",
    "df_hdl.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "958b9b4f-26ca-46c7-9520-7bf9f4c236a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[<AxesSubplot:title={'center':'Return'}>]], dtype=object)"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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nJLkNeBDYXVW9rauZP2o8Ckn+GXj6Eh96e1Xd3O3zdhZ+/LthLWdbqUHWNCYGutSDji9JJoCPAG+uqu+Nep4+VNX/Aed1z5N9NMm5VdXLcxgG/Ciq6iVH+3iSLcArgAurkRfUL7emMeKlHhqT5AksxPuGqrpp1PP0raoOJplh4TmMXgLuKZQVSnIR8EfAb1bV90c9j47gpR4akiTA9cD+qnr3qOfpS5IzD71CLcnJwEuAr/V1/wZ85d4HPAXYneS2JH896oFWK8lvJbkXeCGwK8knRj3TSnVPMB+61MN+4MZxuNRDkg8B/w6ck+TeJFeOeqaevAi4HHhx9/10W5KXj3qoHqwDPpXkKywcVOyuqo/1def+Kr0kNcojcElqlAGXpEYZcElqlAGXpEYZcElqlAGXpEYZcElq1P8DKpkgQOG+rSYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# CSZScoreNorm截面标准化处理后的数据分布\n",
    "df_hdl.xs('2021-01-05').hist()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4aff1c4-beef-4680-a201-c4531ad3a17e",
   "metadata": {},
   "source": [
    "从以上的例子可以看出，实例化Data Handler需要以下几个参数：\n",
    "\n",
    "* 基本信息，如instruments，start_time，end_time\n",
    "* infer_processors，数据处理器，列表格式。由Dataloader加载的数据会依次经过该列表中的processor进行处理。（后面会详细介绍）\n",
    "* data_loader，数据加载器实例。\n",
    "\n",
    "Data Handler实例化之后，通过fetch方法获取处理后的数据，这里的参数DataHandlerLP.DK_L会在Learn Processor VS Infer Processor详细介绍。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f8cbde1-95ce-454f-9a8d-fde6d890cf5c",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Processor\n",
    "\n",
    "Data Handler中对于数据的预处理的具体工作是由Processor完成的，Qlib中支持以下Processors，这些Processor都继承自Processor类。我们也可以通过该继承实现自定义的processor。\n",
    "\n",
    "* `DropnaProcessor`: processor that drops N/A features.\n",
    "* `DropnaLabel`: processor that drops N/A labels.\n",
    "* `TanhProcess`: processor that uses tanh to process noise data.\n",
    "* `ProcessInf`: processor that handles infinity values, it will be replaces by the mean of the column.\n",
    "* `Fillna`: processor that handles N/A values, which will fill the N/A value by 0 or other given number.\n",
    "* `MinMaxNorm`: processor that applies min-max normalization.\n",
    "* `ZscoreNorm`: processor that applies z-score normalization.\n",
    "* `RobustZScoreNorm`: processor that applies robust z-score normalization.\n",
    "* `CSZScoreNorm`: processor that applies cross sectional z-score normalization.\n",
    "* `CSRankNorm`: processor that applies cross sectional rank normalization.\n",
    "* `CSZFillna`: processor that fills N/A values in a cross sectional way by the mean of the column.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4417f684-244c-4e17-9000-06962d7a48f4",
   "metadata": {},
   "source": [
    "我们以上面使用的DropnaProcessor和CSZScoreNorm介绍processor的处理逻辑，首先看一下DropnaProcessor和CSZScoreNorm的源码：\n",
    "```\n",
    "class DropnaProcessor(Processor):\n",
    "    def __init__(self, fields_group=None):\n",
    "        self.fields_group = fields_group\n",
    "\n",
    "    def __call__(self, df):\n",
    "        return df.dropna(subset=get_group_columns(df, self.fields_group))\n",
    "\n",
    "    def readonly(self):\n",
    "        return True\n",
    "\n",
    "class CSZScoreNorm(Processor):\n",
    "    \"\"\"Cross Sectional ZScore Normalization\"\"\"\n",
    "\n",
    "    def __init__(self, fields_group=None, method=\"zscore\"):\n",
    "        self.fields_group = fields_group\n",
    "        if method == \"zscore\":\n",
    "            self.zscore_func = zscore\n",
    "        elif method == \"robust\":\n",
    "            self.zscore_func = robust_zscore\n",
    "        else:\n",
    "            raise NotImplementedError(f\"This type of input is not supported\")\n",
    "\n",
    "    def __call__(self, df):\n",
    "        # try not modify original dataframe\n",
    "        if not isinstance(self.fields_group, list):\n",
    "            self.fields_group = [self.fields_group]\n",
    "        for g in self.fields_group:\n",
    "            cols = get_group_columns(df, g)\n",
    "            df[cols] = df[cols].groupby(\"datetime\").apply(self.zscore_func)\n",
    "        return df\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78388b8f-d9a2-4237-aabd-10533f308499",
   "metadata": {},
   "source": [
    "可以看出，Processor中均实现了__call__方法，通过把原始数据df传入__call__完成数据的预处理。我们单独实例化Fillna和Zscorenorm进行数据处理，验证一下结果是否同上面Data Handler返回的一致。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "510fcfa9-c722-4258-82ad-1de41b6c8040",
   "metadata": {},
   "outputs": [],
   "source": [
    "# copy df数据\n",
    "df_test = df.copy()\n",
    "\n",
    "# 实例化Processor\n",
    "dropna_processor = DropnaProcessor()\n",
    "czs_processor = CSZScoreNorm()\n",
    "\n",
    "# 处理数据\n",
    "for process_func in [dropna_processor, czs_processor]:\n",
    "    df_test = process_func(df_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "0836a41a-e3f9-47b6-8d83-0a50e97864e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Return    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 查看是否还有空数据\n",
    "df_test.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "1319876c-e26a-40b6-bc5d-5f7561ce315f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[<AxesSubplot:title={'center':'Return'}>]], dtype=object)"
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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nJLkNeBDYXVW9rauZP2o8Ckn+GXj6Eh96e1Xd3O3zdhZ+/LthLWdbqUHWNCYGutSDji9JJoCPAG+uqu+Nep4+VNX/Aed1z5N9NMm5VdXLcxgG/Ciq6iVH+3iSLcArgAurkRfUL7emMeKlHhqT5AksxPuGqrpp1PP0raoOJplh4TmMXgLuKZQVSnIR8EfAb1bV90c9j47gpR4akiTA9cD+qnr3qOfpS5IzD71CLcnJwEuAr/V1/wZ85d4HPAXYneS2JH896oFWK8lvJbkXeCGwK8knRj3TSnVPMB+61MN+4MZxuNRDkg8B/w6ck+TeJFeOeqaevAi4HHhx9/10W5KXj3qoHqwDPpXkKywcVOyuqo/1def+Kr0kNcojcElqlAGXpEYZcElqlAGXpEYZcElqlAGXpEYZcElq1P8DKpkgQOG+rSYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# CSZScoreNorm截面标准化处理后的数据分布, 和上面的结果一致。\n",
    "df_test.xs('2021-01-05').hist()"
   ]
  },
  {
   "attachments": {
    "13b86b00-f889-406f-ae4f-5d2331965442.png": {
     "image/png": 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    }
   },
   "cell_type": "markdown",
   "id": "b8366041-aeea-4ee8-84d4-2596c7fd2fa9",
   "metadata": {},
   "source": [
    "## Learn Processor VS Infer Processor\n",
    "\n",
    "在上面的实例中，我们设置的Data Handler的参数learn_processors对数据进行预处理。查看源码可以发现，Data Handler关于数据处理的参数有以下三个：\n",
    "* infer_processors：通过fit时间段的数据学习相关参数，在非fit时间段进行数据处理。\n",
    "* learn_processors：不需要fit直接进行数据处理\n",
    "* shared_processors：共享的处理器。\n",
    "\n",
    "Data Handler会在处理过程中，保存原始数据和处理后的数据，在fetch数据时，会根据参数data_key返回不同的数据：\n",
    "* data_key = DatahandlerLP.DK_I, 返回_infer_df\n",
    "* data_key = DatahandlerLP.DK_L, 返回_learn_df\n",
    "* data_key = DatahandlerLP.DK_R, 返回原始数据（未处理过）\n",
    "\n",
    "infer_processors、learn_processors及shared_processors配合process_type参数，可以改变数据预处理的顺序：\n",
    "\n",
    "![image.png](attachment:13b86b00-f889-406f-ae4f-5d2331965442.png)\n",
    "\n",
    "infer_processors和learn_processors最大的区别是infer_processors中processor会根据历史数据学习，然后在讲学习到的知识应用的未来数据的处理中。这类processor都有fit的方法，qlib内置的processor中如ZScoreNorm就是一个infer_processor，我们看一下源码：\n",
    "\n",
    "![image.png](attachment:6d33f6fd-8f3f-46e7-abbb-d5073858874d.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d1bb862-8ac3-4d0c-a833-6b2fd36a794f",
   "metadata": {},
   "source": [
    "接下来，我们通过一个详细的实例梳理以上的知识点。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "2f062f49-4bf4-4bce-b33c-5b62dae97df8",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[32168:MainThread](2022-05-01 17:33:56,998) INFO - qlib.timer - [log.py:113] - Time cost: 5.217s | Loading data Done\n",
      "[32168:MainThread](2022-05-01 17:33:57,002) INFO - qlib.timer - [log.py:113] - Time cost: 0.002s | DropnaProcessor Done\n",
      "[32168:MainThread](2022-05-01 17:33:57,008) INFO - qlib.timer - [log.py:113] - Time cost: 0.005s | ZScoreNorm Done\n",
      "[32168:MainThread](2022-05-01 17:33:57,031) INFO - qlib.timer - [log.py:113] - Time cost: 0.021s | CSZScoreNorm Done\n",
      "[32168:MainThread](2022-05-01 17:33:57,032) INFO - qlib.timer - [log.py:113] - Time cost: 0.032s | fit & process data Done\n",
      "[32168:MainThread](2022-05-01 17:33:57,033) INFO - qlib.timer - [log.py:113] - Time cost: 5.253s | Init data Done\n"
     ]
    }
   ],
   "source": [
    "# 分别定义shared_processors, learn_processors, infer_processors\n",
    "shared_processors = [DropnaProcessor()]\n",
    "learn_processors = [CSZScoreNorm()]\n",
    "infer_processors = [ZScoreNorm(fit_start_time='20210101', fit_end_time='20210110')]\n",
    "\n",
    "\n",
    "dh_pr_test = DataHandlerLP(instruments='sh000300', \n",
    "                           start_time='20210101', \n",
    "                           end_time='20210120',\n",
    "                           process_type=DataHandlerLP.PTYPE_I, \n",
    "                           learn_processors=learn_processors,\n",
    "                           shared_processors=shared_processors,\n",
    "                           infer_processors=infer_processors,\n",
    "                           data_loader=qdl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6cb1ff8-b49f-48bc-91e3-52b36f3ee5fb",
   "metadata": {},
   "source": [
    "按照以上设定，_infer_df应该是去空值，且在时序上标准化处理了；_learn_df应该是去空值，且在截面上标准化处理了，我们验证一下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "5b0207d8-d542-4dd9-9c68-a04bc35b725d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 原始数据\n",
    "_raw_df = dh_pr_test.fetch(data_key=DataHandlerLP.DK_R)\n",
    "\n",
    "# 处理后的数据\n",
    "_infer_df = dh_pr_test.fetch(data_key=DataHandlerLP.DK_I)\n",
    "_learn_df = dh_pr_test.fetch(data_key=DataHandlerLP.DK_L)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a63bc1b4-4609-4c7b-aae1-97ec98408489",
   "metadata": {},
   "source": [
    "由于shared_processors为去空值，可以看出_infer_df和_learn_df中的空值都没有了"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "dc26cf4b-fbb6-42b7-807e-cacb29b866f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Return    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 121,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "_infer_df.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "72200e17-2e76-497b-addf-34a902eb2371",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Return    0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "_learn_df.isna().sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "568718a7-769a-443b-a7f6-3aef50675ac5",
   "metadata": {},
   "source": [
    "由于infer_processors和learn_processors不一样，我们可以看到处理后的数据也不一样"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "id": "0d88a1b4-75ea-4c2e-9696-7963cfe4fcc7",
   "metadata": {},
   "outputs": [
    {
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   "source": [
    "_learn_df.xs('20210105').head()"
   ]
  },
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   "cell_type": "code",
   "execution_count": 127,
   "id": "7a12302f-1f45-4e9b-a895-df3f09a5b045",
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   "outputs": [
    {
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       "    </tr>\n",
       "    <tr>\n",
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     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "_infer_df.xs('20210105').head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58c83174-8367-4a64-9306-e4c91eebe2df",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Dataset\n",
    "\n",
    "Dataset主要是为模型训练注入数据，其中主要的参数有：\n",
    "\n",
    "* handler：实例化的Data Handler\n",
    "* segment：训练、验证、测试数据集的划分"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "6f2fa8f6-27e6-4c34-9c51-f533822015dc",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[32168:MainThread](2022-05-01 17:47:36,795) INFO - qlib.timer - [log.py:113] - Time cost: 11.572s | Loading data Done\n",
      "[32168:MainThread](2022-05-01 17:47:36,808) INFO - qlib.timer - [log.py:113] - Time cost: 0.011s | DropnaProcessor Done\n",
      "[32168:MainThread](2022-05-01 17:47:36,945) INFO - qlib.timer - [log.py:113] - Time cost: 0.135s | ZScoreNorm Done\n",
      "[32168:MainThread](2022-05-01 17:47:37,925) INFO - qlib.timer - [log.py:113] - Time cost: 0.978s | CSZScoreNorm Done\n",
      "[32168:MainThread](2022-05-01 17:47:37,926) INFO - qlib.timer - [log.py:113] - Time cost: 1.130s | fit & process data Done\n",
      "[32168:MainThread](2022-05-01 17:47:37,927) INFO - qlib.timer - [log.py:113] - Time cost: 12.706s | Init data Done\n"
     ]
    }
   ],
   "source": [
    "from qlib.data.dataset import DatasetH\n",
    "# 实例化Data Loader\n",
    "market = 'sh000300' # 沪深300股票池代码，在instruments文件夹下有对应的sh000300.txt\n",
    "close_ma = ['EMA($close, 10)', 'EMA($close, 30)'] # EMA($close, 10)表示计算close的10日指数加权均线\n",
    "ma_names = ['EMA10', 'EMA30']\n",
    "ret = [\"Ref($close, -1)/$close-1\"] # 下一日收益率, Ref($close, -1)表示下一日收盘价\n",
    "ret_name = ['next_ret']\n",
    "qdl_ma_gp = QlibDataLoader(config={'feature':(close_ma, ma_names), 'label': (ret, ret_name)}) \n",
    "\n",
    "# 实例化Data Handler\n",
    "shared_processors = [DropnaProcessor()]\n",
    "learn_processors = [CSZScoreNorm()]\n",
    "infer_processors = [ZScoreNorm(fit_start_time='20190101', fit_end_time='20211231')]\n",
    "\n",
    "dh_pr_test = DataHandlerLP(instruments='sh000300', \n",
    "                           start_time='20190101', \n",
    "                           end_time='20211231',\n",
    "                           process_type=DataHandlerLP.PTYPE_I, \n",
    "                           learn_processors=learn_processors,\n",
    "                           shared_processors=shared_processors,\n",
    "                           infer_processors=infer_processors,\n",
    "                           data_loader=qdl_ma_gp)\n",
    "\n",
    "ds = DatasetH(dh_pr_test, segments={\"train\": ('20190101', '20201231'), \"test\": ('20210101', '20211231')})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb2b0930-8b63-4b52-a460-0a6dfdb9855b",
   "metadata": {},
   "source": [
    "配置好Dataset之后就可以使用prepare方法准备数据，prepare重要的参数有：\n",
    "\n",
    "* col_set，选择需要处理的数据列，默认是全部\n",
    "* data_key，返回数据的类型，参考上面关于data_key参数的解读"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e9d2dffd-077e-4857-a4ce-c81de8209303",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 准备训练数据\n",
    "ds.prepare('train')\n",
    "\n",
    "# 准备测试数据\n",
    "ds.prepare('test')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3092a8a6-7df1-4d58-980f-671f36326405",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79b1aa8f-0119-4e4e-931d-a60987d58bcb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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